2024-12-18T00:12:55.4188948Z Current runner version: '2.321.0' 2024-12-18T00:12:55.4195682Z Runner name: 'i-004b9eadbd6a8bbee' 2024-12-18T00:12:55.4196819Z Runner group name: 'Default' 2024-12-18T00:12:55.4197945Z Machine name: 'ip-10-0-61-11' 2024-12-18T00:12:55.4203343Z ##[group]GITHUB_TOKEN Permissions 2024-12-18T00:12:55.4206499Z Actions: read 2024-12-18T00:12:55.4207221Z Attestations: read 2024-12-18T00:12:55.4207992Z Checks: read 2024-12-18T00:12:55.4208749Z Contents: read 2024-12-18T00:12:55.4209469Z Deployments: read 2024-12-18T00:12:55.4210200Z Discussions: read 2024-12-18T00:12:55.4210986Z Issues: read 2024-12-18T00:12:55.4211707Z Metadata: read 2024-12-18T00:12:55.4212439Z Packages: read 2024-12-18T00:12:55.4213232Z Pages: read 2024-12-18T00:12:55.4213936Z PullRequests: read 2024-12-18T00:12:55.4214687Z RepositoryProjects: read 2024-12-18T00:12:55.4215624Z SecurityEvents: read 2024-12-18T00:12:55.4216410Z Statuses: read 2024-12-18T00:12:55.4217156Z ##[endgroup] 2024-12-18T00:12:55.4220635Z Secret source: Actions 2024-12-18T00:12:55.4221920Z Prepare workflow directory 2024-12-18T00:12:55.8960181Z Prepare all required actions 2024-12-18T00:12:55.9008162Z Getting action download info 2024-12-18T00:12:56.1167790Z Download action repository 'pytorch/test-infra@release/2.6' (SHA:eb0adf5a84668865394af69e26428b32c8105c1c) 2024-12-18T00:12:58.1086301Z Download action repository 'pytorch/pytorch@release/2.6' (SHA:0cdf8b1d09254cfda66191d1bd01e3041c3c76f7) 2024-12-18T00:13:11.8538233Z Download action repository 'aws-actions/configure-aws-credentials@v3' (SHA:50ac8dd1e1b10d09dac7b8727528b91bed831ac0) 2024-12-18T00:13:12.0700583Z Download action repository 'seemethere/upload-artifact-s3@v5' (SHA:baba72d0712b404f646cebe0730933554ebce96a) 2024-12-18T00:13:12.3490119Z Getting action download info 2024-12-18T00:13:12.5159075Z Download action repository 'malfet/checkout@silent-checkout' (SHA:e07af140b3ccefc05679e3755b9db68f4ee4589c) 2024-12-18T00:13:12.7246569Z Getting action download info 2024-12-18T00:13:12.8376308Z Download action repository 'nick-fields/retry@v3.0.0' (SHA:7152eba30c6575329ac0576536151aca5a72780e) 2024-12-18T00:13:13.0129836Z Getting action download info 2024-12-18T00:13:13.1376252Z Download action repository 'nick-fields/retry@3e91a01664abd3c5cd539100d10d33b9c5b68482' (SHA:3e91a01664abd3c5cd539100d10d33b9c5b68482) 2024-12-18T00:13:13.3164548Z Getting action download info 2024-12-18T00:13:13.4413067Z Download action repository 'pytorch/test-infra@main' (SHA:a07505a74641a4ff5123d635defac481ef28ef1e) 2024-12-18T00:13:15.0666622Z Uses: pytorch/pytorch/.github/workflows/_linux-test.yml@refs/heads/release/2.6 (0cdf8b1d09254cfda66191d1bd01e3041c3c76f7) 2024-12-18T00:13:15.0668622Z ##[group] Inputs 2024-12-18T00:13:15.0669008Z build-environment: linux-focal-cuda12.1-py3.10-gcc9-sm86 2024-12-18T00:13:15.0670281Z test-matrix: {"include": [{"config": "slow", "shard": 1, "num_shards": 3, "runner": "linux.g5.4xlarge.nvidia.gpu"}, {"config": "slow", "shard": 2, "num_shards": 3, "runner": "linux.g5.4xlarge.nvidia.gpu"}, {"config": "slow", "shard": 3, "num_shards": 3, "runner": "linux.g5.4xlarge.nvidia.gpu"}]} 2024-12-18T00:13:15.0671915Z docker-image: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:13:15.0672729Z sync-tag: 2024-12-18T00:13:15.0673725Z timeout-minutes: 240 2024-12-18T00:13:15.0674006Z use-gha: 2024-12-18T00:13:15.0674235Z dashboard-tag: 2024-12-18T00:13:15.0674488Z s3-bucket: gha-artifacts 2024-12-18T00:13:15.0674773Z aws-role-to-assume: 2024-12-18T00:13:15.0675369Z disable-monitor: false 2024-12-18T00:13:15.0675663Z ##[endgroup] 2024-12-18T00:13:15.0676169Z Complete job name: linux-focal-cuda12.1-py3.10-gcc9-sm86 / test (slow, 3, 3, linux.g5.4xlarge.nvidia.gpu) 2024-12-18T00:13:15.1267019Z A job started hook has been configured by the self-hosted runner administrator 2024-12-18T00:13:15.1371857Z ##[group]Run '/home/ec2-user/runner-scripts/before_job.sh' 2024-12-18T00:13:15.1383475Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:13:15.1384403Z ##[endgroup] 2024-12-18T00:13:17.3009874Z Runner Type: linux.g5.4xlarge.nvidia.gpu 2024-12-18T00:13:17.3010418Z Instance Type: g5.4xlarge 2024-12-18T00:13:17.3010701Z AMI Name: unknown 2024-12-18T00:13:17.3048852Z AMI ID: ami-0fff1b9a61dec8a5f 2024-12-18T00:13:23.0899327Z ##[group]Run pytorch/test-infra/.github/actions/setup-ssh@release/2.6 2024-12-18T00:13:23.0899794Z with: 2024-12-18T00:13:23.0900409Z github-secret: *** 2024-12-18T00:13:23.0901148Z instructions: All testing is done inside the container, to start an interactive session run: docker exec -it $(docker container ps --format '{{.ID}}') bash 2024-12-18T00:13:23.0901949Z activate-with-label: false 2024-12-18T00:13:23.0902240Z label: with-ssh 2024-12-18T00:13:23.0902496Z remove-existing-keys: true 2024-12-18T00:13:23.0902788Z fail-silently: true 2024-12-18T00:13:23.0903030Z env: 2024-12-18T00:13:23.0903250Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:13:23.0903536Z ##[endgroup] 2024-12-18T00:13:23.2117662Z Please see https://github.com/pytorch/pytorch/wiki/Debugging-using-with-ssh-for-Github-Actions for more info. 2024-12-18T00:13:23.2118944Z Not on pull request and ciflow reference could not be extracted, skipping adding ssh keys 2024-12-18T00:13:23.2268964Z ##[group]Run pytorch/pytorch/.github/actions/checkout-pytorch@release/2.6 2024-12-18T00:13:23.2269449Z with: 2024-12-18T00:13:23.2269663Z no-sudo: true 2024-12-18T00:13:23.2269909Z submodules: recursive 2024-12-18T00:13:23.2270182Z fetch-depth: 0 2024-12-18T00:13:23.2270414Z env: 2024-12-18T00:13:23.2270625Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:13:23.2270895Z ##[endgroup] 2024-12-18T00:13:23.2346893Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2024-12-18T00:13:23.2347905Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2024-12-18T00:13:23.2358391Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:13:23.2358789Z env: 2024-12-18T00:13:23.2359036Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:13:23.2359351Z ##[endgroup] 2024-12-18T00:13:23.2454818Z ##[group]Run retry () { 2024-12-18T00:13:23.2455124Z retry () { 2024-12-18T00:13:23.2455464Z  $* || (sleep 1 && $*) || (sleep 2 && $*) || (sleep 4 && $*) || (sleep 8 && $*) 2024-12-18T00:13:23.2455867Z } 2024-12-18T00:13:23.2456114Z echo "${GITHUB_WORKSPACE}" 2024-12-18T00:13:23.2456446Z if [ -z "${NO_SUDO}" ]; then 2024-12-18T00:13:23.2456807Z  retry sudo rm -rf "${GITHUB_WORKSPACE}" 2024-12-18T00:13:23.2457148Z else 2024-12-18T00:13:23.2457415Z  retry rm -rf "${GITHUB_WORKSPACE}" 2024-12-18T00:13:23.2457743Z fi 2024-12-18T00:13:23.2457985Z mkdir "${GITHUB_WORKSPACE}" 2024-12-18T00:13:23.2466807Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:13:23.2467218Z env: 2024-12-18T00:13:23.2467438Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:13:23.2467712Z NO_SUDO: true 2024-12-18T00:13:23.2467945Z ##[endgroup] 2024-12-18T00:13:23.2497320Z /home/ec2-user/actions-runner/_work/pytorch/pytorch 2024-12-18T00:13:28.9449907Z ##[group]Run malfet/checkout@silent-checkout 2024-12-18T00:13:28.9450264Z with: 2024-12-18T00:13:28.9450532Z ref: 0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:13:28.9450884Z fetch-depth: 0 2024-12-18T00:13:28.9451129Z submodules: recursive 2024-12-18T00:13:28.9451406Z quiet-checkout: true 2024-12-18T00:13:28.9451690Z repository: pytorch/pytorch 2024-12-18T00:13:28.9452077Z token: *** 2024-12-18T00:13:28.9452309Z ssh-strict: true 2024-12-18T00:13:28.9452570Z persist-credentials: true 2024-12-18T00:13:28.9452850Z clean: true 2024-12-18T00:13:28.9453105Z sparse-checkout-cone-mode: true 2024-12-18T00:13:28.9453412Z lfs: false 2024-12-18T00:13:28.9453654Z set-safe-directory: true 2024-12-18T00:13:28.9454182Z env: 2024-12-18T00:13:28.9454404Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:13:28.9454675Z ##[endgroup] 2024-12-18T00:13:29.0344780Z Syncing repository: pytorch/pytorch 2024-12-18T00:13:29.0345948Z ##[group]Getting Git version info 2024-12-18T00:13:29.0346454Z Working directory is '/home/ec2-user/actions-runner/_work/pytorch/pytorch' 2024-12-18T00:13:29.0347140Z [command]/usr/bin/git version 2024-12-18T00:13:29.0347452Z git version 2.40.1 2024-12-18T00:13:29.0374564Z ##[endgroup] 2024-12-18T00:13:29.0390873Z Temporarily overriding HOME='/home/ec2-user/actions-runner/_work/_temp/41065b14-db3b-4c98-9077-55a553ecf2b9' before making global git config changes 2024-12-18T00:13:29.0392417Z Adding repository directory to the temporary git global config as a safe directory 2024-12-18T00:13:29.0396042Z [command]/usr/bin/git config --global --add safe.directory /home/ec2-user/actions-runner/_work/pytorch/pytorch 2024-12-18T00:13:29.0431589Z Deleting the contents of '/home/ec2-user/actions-runner/_work/pytorch/pytorch' 2024-12-18T00:13:29.0435075Z ##[group]Initializing the repository 2024-12-18T00:13:29.0438217Z [command]/usr/bin/git init /home/ec2-user/actions-runner/_work/pytorch/pytorch 2024-12-18T00:13:29.0469954Z hint: Using 'master' as the name for the initial branch. This default branch name 2024-12-18T00:13:29.0470689Z hint: is subject to change. To configure the initial branch name to use in all 2024-12-18T00:13:29.0471275Z hint: of your new repositories, which will suppress this warning, call: 2024-12-18T00:13:29.0471720Z hint: 2024-12-18T00:13:29.0472027Z hint: git config --global init.defaultBranch 2024-12-18T00:13:29.0472386Z hint: 2024-12-18T00:13:29.0472736Z hint: Names commonly chosen instead of 'master' are 'main', 'trunk' and 2024-12-18T00:13:29.0473572Z hint: 'development'. The just-created branch can be renamed via this command: 2024-12-18T00:13:29.0474090Z hint: 2024-12-18T00:13:29.0474432Z hint: git branch -m 2024-12-18T00:13:29.0475417Z Initialized empty Git repository in /home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/ 2024-12-18T00:13:29.0484924Z [command]/usr/bin/git remote add origin https://github.com/pytorch/pytorch 2024-12-18T00:13:29.0514471Z ##[endgroup] 2024-12-18T00:13:29.0515178Z ##[group]Disabling automatic garbage collection 2024-12-18T00:13:29.0518173Z [command]/usr/bin/git config --local gc.auto 0 2024-12-18T00:13:29.0546344Z ##[endgroup] 2024-12-18T00:13:29.0546984Z ##[group]Setting up auth 2024-12-18T00:13:29.0551930Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand 2024-12-18T00:13:29.0581039Z [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' || :" 2024-12-18T00:13:29.0923174Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader 2024-12-18T00:13:29.0952431Z [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' || :" 2024-12-18T00:13:29.1292152Z [command]/usr/bin/git config --local http.https://github.com/.extraheader AUTHORIZATION: basic *** 2024-12-18T00:13:29.1339753Z ##[endgroup] 2024-12-18T00:13:29.1340650Z ##[group]Fetching the repository 2024-12-18T00:13:29.1347130Z [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/* 2024-12-18T00:13:32.5638761Z remote: Enumerating objects: 1056564 2024-12-18T00:13:32.5639355Z remote: Enumerating objects: 1057261, done. 2024-12-18T00:13:32.5639791Z remote: 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--force 0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:14:22.7512367Z ##[endgroup] 2024-12-18T00:14:22.7512855Z ##[group]Setting up auth for fetching submodules 2024-12-18T00:14:22.7516504Z [command]/usr/bin/git config --global http.https://github.com/.extraheader AUTHORIZATION: basic *** 2024-12-18T00:14:22.7568335Z [command]/usr/bin/git config --global --unset-all url.https://github.com/.insteadOf 2024-12-18T00:14:22.7597725Z [command]/usr/bin/git config --global --add url.https://github.com/.insteadOf git@github.com: 2024-12-18T00:14:22.7627125Z [command]/usr/bin/git config --global --add url.https://github.com/.insteadOf org-21003710@github.com: 2024-12-18T00:14:22.7659317Z ##[endgroup] 2024-12-18T00:14:22.7660019Z ##[group]Fetching submodules 2024-12-18T00:14:22.7662633Z [command]/usr/bin/git submodule sync --recursive 2024-12-18T00:14:22.8032698Z [command]/usr/bin/git -c protocol.version=2 submodule update --init --force --recursive 2024-12-18T00:14:22.8386055Z Submodule 'android/libs/fbjni' (https://github.com/facebookincubator/fbjni.git) registered for path 'android/libs/fbjni' 2024-12-18T00:14:22.8387871Z Submodule 'third_party/NNPACK_deps/FP16' (https://github.com/Maratyszcza/FP16.git) registered for path 'third_party/FP16' 2024-12-18T00:14:22.8390967Z Submodule 'third_party/NNPACK_deps/FXdiv' (https://github.com/Maratyszcza/FXdiv.git) registered for path 'third_party/FXdiv' 2024-12-18T00:14:22.8393814Z Submodule 'third_party/NNPACK' (https://github.com/Maratyszcza/NNPACK.git) registered for path 'third_party/NNPACK' 2024-12-18T00:14:22.8397307Z Submodule 'third_party/NVTX' (https://github.com/NVIDIA/NVTX.git) registered for path 'third_party/NVTX' 2024-12-18T00:14:22.8401064Z Submodule 'third_party/VulkanMemoryAllocator' (https://github.com/GPUOpen-LibrariesAndSDKs/VulkanMemoryAllocator.git) registered for path 'third_party/VulkanMemoryAllocator' 2024-12-18T00:14:22.8404203Z Submodule 'third_party/XNNPACK' (https://github.com/google/XNNPACK.git) registered for path 'third_party/XNNPACK' 2024-12-18T00:14:22.8407972Z Submodule 'third_party/benchmark' (https://github.com/google/benchmark.git) registered for path 'third_party/benchmark' 2024-12-18T00:14:22.8411624Z Submodule 'third_party/composable_kernel' (https://github.com/ROCm/composable_kernel.git) registered for path 'third_party/composable_kernel' 2024-12-18T00:14:22.8415254Z Submodule 'third_party/cpp-httplib' (https://github.com/yhirose/cpp-httplib.git) registered for path 'third_party/cpp-httplib' 2024-12-18T00:14:22.8418893Z Submodule 'third_party/cpuinfo' (https://github.com/pytorch/cpuinfo.git) registered for path 'third_party/cpuinfo' 2024-12-18T00:14:22.8422788Z Submodule 'third_party/cudnn_frontend' (https://github.com/NVIDIA/cudnn-frontend.git) registered for path 'third_party/cudnn_frontend' 2024-12-18T00:14:22.8426496Z Submodule 'third_party/cutlass' (https://github.com/NVIDIA/cutlass.git) registered for path 'third_party/cutlass' 2024-12-18T00:14:22.8430410Z Submodule 'third_party/eigen' (https://gitlab.com/libeigen/eigen.git) registered for path 'third_party/eigen' 2024-12-18T00:14:22.8434411Z Submodule 'third_party/fbgemm' (https://github.com/pytorch/fbgemm) registered for path 'third_party/fbgemm' 2024-12-18T00:14:22.8439728Z Submodule 'third_party/flatbuffers' (https://github.com/google/flatbuffers.git) registered for path 'third_party/flatbuffers' 2024-12-18T00:14:22.8447342Z Submodule 'third_party/fmt' (https://github.com/fmtlib/fmt.git) registered for path 'third_party/fmt' 2024-12-18T00:14:22.8451705Z Submodule 'third_party/gemmlowp/gemmlowp' (https://github.com/google/gemmlowp.git) registered for path 'third_party/gemmlowp/gemmlowp' 2024-12-18T00:14:22.8455916Z Submodule 'third_party/gloo' (https://github.com/facebookincubator/gloo) registered for path 'third_party/gloo' 2024-12-18T00:14:22.8460448Z Submodule 'third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/googletest' 2024-12-18T00:14:22.8464937Z Submodule 'third_party/ideep' (https://github.com/intel/ideep) registered for path 'third_party/ideep' 2024-12-18T00:14:22.8469355Z Submodule 'third_party/ittapi' (https://github.com/intel/ittapi.git) registered for path 'third_party/ittapi' 2024-12-18T00:14:22.8474114Z Submodule 'third_party/kineto' (https://github.com/pytorch/kineto) registered for path 'third_party/kineto' 2024-12-18T00:14:22.8479003Z Submodule 'third_party/mimalloc' (https://github.com/microsoft/mimalloc.git) registered for path 'third_party/mimalloc' 2024-12-18T00:14:22.8483599Z Submodule 'third_party/nccl/nccl' (https://github.com/NVIDIA/nccl) registered for path 'third_party/nccl/nccl' 2024-12-18T00:14:22.8488525Z Submodule 'third_party/nlohmann' (https://github.com/nlohmann/json.git) registered for path 'third_party/nlohmann' 2024-12-18T00:14:22.8493283Z Submodule 'third_party/onnx' (https://github.com/onnx/onnx.git) registered for path 'third_party/onnx' 2024-12-18T00:14:22.8498486Z Submodule 'third_party/opentelemetry-cpp' (https://github.com/open-telemetry/opentelemetry-cpp.git) registered for path 'third_party/opentelemetry-cpp' 2024-12-18T00:14:22.8503197Z Submodule 'third_party/pocketfft' (https://github.com/mreineck/pocketfft) registered for path 'third_party/pocketfft' 2024-12-18T00:14:22.8508544Z Submodule 'third_party/protobuf' (https://github.com/protocolbuffers/protobuf.git) registered for path 'third_party/protobuf' 2024-12-18T00:14:22.8513422Z Submodule 'third_party/NNPACK_deps/psimd' (https://github.com/Maratyszcza/psimd.git) registered for path 'third_party/psimd' 2024-12-18T00:14:22.8518661Z Submodule 'third_party/NNPACK_deps/pthreadpool' (https://github.com/Maratyszcza/pthreadpool.git) registered for path 'third_party/pthreadpool' 2024-12-18T00:14:22.8523724Z Submodule 'third_party/pybind11' (https://github.com/pybind/pybind11.git) registered for path 'third_party/pybind11' 2024-12-18T00:14:22.8532531Z Submodule 'third_party/python-peachpy' (https://github.com/malfet/PeachPy.git) registered for path 'third_party/python-peachpy' 2024-12-18T00:14:22.8537880Z Submodule 'third_party/sleef' (https://github.com/shibatch/sleef) registered for path 'third_party/sleef' 2024-12-18T00:14:22.8543388Z Submodule 'third_party/tensorpipe' (https://github.com/pytorch/tensorpipe.git) registered for path 'third_party/tensorpipe' 2024-12-18T00:14:22.8577808Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/android/libs/fbjni'... 2024-12-18T00:14:23.1538109Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/FP16'... 2024-12-18T00:14:23.3566603Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/FXdiv'... 2024-12-18T00:14:23.5674680Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/NNPACK'... 2024-12-18T00:14:23.8489575Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/NVTX'... 2024-12-18T00:14:24.1758560Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/VulkanMemoryAllocator'... 2024-12-18T00:14:26.3290595Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/XNNPACK'... 2024-12-18T00:14:37.6139988Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/benchmark'... 2024-12-18T00:14:38.0662080Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/composable_kernel'... 2024-12-18T00:14:40.2677528Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/cpp-httplib'... 2024-12-18T00:14:40.7854160Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/cpuinfo'... 2024-12-18T00:14:41.4149644Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/cudnn_frontend'... 2024-12-18T00:14:42.6269253Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/cutlass'... 2024-12-18T00:14:44.8023656Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/eigen'... 2024-12-18T00:14:50.5785897Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm'... 2024-12-18T00:14:52.4264112Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/flatbuffers'... 2024-12-18T00:14:53.7290847Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fmt'... 2024-12-18T00:14:54.9624117Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/gemmlowp/gemmlowp'... 2024-12-18T00:14:55.3771277Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/gloo'... 2024-12-18T00:14:55.7463002Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/googletest'... 2024-12-18T00:14:56.7886104Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/ideep'... 2024-12-18T00:14:57.1607721Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/ittapi'... 2024-12-18T00:14:57.4183304Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto'... 2024-12-18T00:14:58.9845114Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/mimalloc'... 2024-12-18T00:14:59.8557878Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/nccl/nccl'... 2024-12-18T00:15:00.2094863Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/nlohmann'... 2024-12-18T00:15:07.3118792Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/onnx'... 2024-12-18T00:15:09.3856634Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp'... 2024-12-18T00:15:14.2668843Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/pocketfft'... 2024-12-18T00:15:14.5000634Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/protobuf'... 2024-12-18T00:15:23.8380901Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/psimd'... 2024-12-18T00:15:24.0549735Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/pthreadpool'... 2024-12-18T00:15:24.2936743Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/pybind11'... 2024-12-18T00:15:25.3856634Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/python-peachpy'... 2024-12-18T00:15:25.6804254Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/sleef'... 2024-12-18T00:15:26.3368250Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/tensorpipe'... 2024-12-18T00:15:26.8091247Z Submodule path 'android/libs/fbjni': checked out '7e1e1fe3858c63c251c637ae41a20de425dde96f' 2024-12-18T00:15:26.8237847Z Submodule path 'third_party/FP16': checked out '4dfe081cf6bcd15db339cf2680b9281b8451eeb3' 2024-12-18T00:15:26.8355188Z Submodule path 'third_party/FXdiv': checked out 'b408327ac2a15ec3e43352421954f5b1967701d1' 2024-12-18T00:15:26.8661249Z Submodule path 'third_party/NNPACK': checked out 'c07e3a0400713d546e0dea2d5466dd22ea389c73' 2024-12-18T00:15:26.9106181Z Submodule path 'third_party/NVTX': checked out 'e170594ac7cf1dac584da473d4ca9301087090c1' 2024-12-18T00:15:26.9563247Z Submodule path 'third_party/VulkanMemoryAllocator': checked out 'a6bfc237255a6bac1513f7c1ebde6d8aed6b5191' 2024-12-18T00:15:27.8820809Z Submodule path 'third_party/XNNPACK': checked out '4ea82e595b36106653175dcb04b2aa532660d0d8' 2024-12-18T00:15:27.9108523Z Submodule path 'third_party/benchmark': checked out '0d98dba29d66e93259db7daa53a9327df767a415' 2024-12-18T00:15:28.2132917Z Submodule path 'third_party/composable_kernel': checked out '50ee4267e27b875d149e642f4cebd47be1dc3b57' 2024-12-18T00:15:28.2695896Z Submodule path 'third_party/cpp-httplib': checked out '3b6597bba913d51161383657829b7e644e59c006' 2024-12-18T00:15:28.3809448Z Submodule path 'third_party/cpuinfo': checked out '1e83a2fdd3102f65c6f1fb602c1b320486218a99' 2024-12-18T00:15:28.4213905Z Submodule path 'third_party/cudnn_frontend': checked out '936021bfed8c91dc416af1588b2c4eca631a9e45' 2024-12-18T00:15:29.0505108Z Submodule path 'third_party/cutlass': checked out 'bbe579a9e3beb6ea6626d9227ec32d0dae119a49' 2024-12-18T00:15:29.3331212Z Submodule path 'third_party/eigen': checked out '3147391d946bb4b6c68edd901f2add6ac1f31f8c' 2024-12-18T00:15:29.4404855Z Submodule path 'third_party/fbgemm': checked out 'dbc3157bf256f1339b3fa1fef2be89ac4078be0e' 2024-12-18T00:15:29.4427707Z Submodule 'third_party/asmjit' (https://github.com/asmjit/asmjit.git) registered for path 'third_party/fbgemm/third_party/asmjit' 2024-12-18T00:15:29.4431163Z Submodule 'third_party/cpuinfo' (https://github.com/pytorch/cpuinfo) registered for path 'third_party/fbgemm/third_party/cpuinfo' 2024-12-18T00:15:29.4434637Z Submodule 'third_party/cutlass' (https://github.com/NVIDIA/cutlass.git) registered for path 'third_party/fbgemm/third_party/cutlass' 2024-12-18T00:15:29.4438006Z Submodule 'third_party/googletest' (https://github.com/google/googletest) registered for path 'third_party/fbgemm/third_party/googletest' 2024-12-18T00:15:29.4441817Z Submodule 'third_party/hipify_torch' (https://github.com/ROCmSoftwarePlatform/hipify_torch.git) registered for path 'third_party/fbgemm/third_party/hipify_torch' 2024-12-18T00:15:29.4474013Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/third_party/asmjit'... 2024-12-18T00:15:30.2871038Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/third_party/cpuinfo'... 2024-12-18T00:15:30.9204697Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/third_party/cutlass'... 2024-12-18T00:15:33.1179999Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/third_party/googletest'... 2024-12-18T00:15:34.1576604Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/third_party/hipify_torch'... 2024-12-18T00:15:34.5298280Z Submodule path 'third_party/fbgemm/third_party/asmjit': checked out 'd3fbf7c9bc7c1d1365a94a45614b91c5a3706b81' 2024-12-18T00:15:34.6423431Z Submodule path 'third_party/fbgemm/third_party/cpuinfo': checked out 'ed8b86a253800bafdb7b25c5c399f91bff9cb1f3' 2024-12-18T00:15:35.1526921Z Submodule path 'third_party/fbgemm/third_party/cutlass': checked out 'fc9ebc645b63f3a6bc80aaefde5c063fb72110d6' 2024-12-18T00:15:35.2226851Z Submodule path 'third_party/fbgemm/third_party/googletest': checked out 'cbf019de22c8dd37b2108da35b2748fd702d1796' 2024-12-18T00:15:35.2383717Z Submodule path 'third_party/fbgemm/third_party/hipify_torch': checked out '23f53b025b466d8ec3c45d52290d3442f7fbe6b1' 2024-12-18T00:15:35.4037622Z Submodule path 'third_party/flatbuffers': checked out '01834de25e4bf3975a9a00e816292b1ad0fe184b' 2024-12-18T00:15:35.4474259Z Submodule path 'third_party/fmt': checked out '0c9fce2ffefecfdce794e1859584e25877b7b592' 2024-12-18T00:15:35.4930632Z Submodule path 'third_party/gemmlowp/gemmlowp': checked out '3fb5c176c17c765a3492cd2f0321b0dab712f350' 2024-12-18T00:15:35.5261802Z Submodule path 'third_party/gloo': checked out '5354032ea08eadd7fc4456477f7f7c6308818509' 2024-12-18T00:15:35.5770145Z Submodule path 'third_party/googletest': checked out 'b514bdc898e2951020cbdca1304b75f5950d1f59' 2024-12-18T00:15:35.5934323Z Submodule path 'third_party/ideep': checked out 'c7ccd5bdbe5434ba156f4e856dcef0601637334b' 2024-12-18T00:15:35.5953527Z Submodule 'mkl-dnn' (https://github.com/intel/mkl-dnn.git) registered for path 'third_party/ideep/mkl-dnn' 2024-12-18T00:15:35.5986762Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/ideep/mkl-dnn'... 2024-12-18T00:15:50.2980460Z Submodule path 'third_party/ideep/mkl-dnn': checked out '66f0cb9eb66affd2da3bf5f8d897376f04aae6af' 2024-12-18T00:15:50.3199785Z Submodule path 'third_party/ittapi': checked out '5b8a7d7422611c3a0d799fb5fc5dd4abfae35b42' 2024-12-18T00:15:50.4196930Z Submodule path 'third_party/kineto': checked out '338140f58a28d599da3434ced4fd2d75dd1a213d' 2024-12-18T00:15:50.4219527Z Submodule 'libkineto/third_party/dynolog' (https://github.com/facebookincubator/dynolog.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog' 2024-12-18T00:15:50.4222611Z Submodule 'libkineto/third_party/fmt' (https://github.com/fmtlib/fmt.git) registered for path 'third_party/kineto/libkineto/third_party/fmt' 2024-12-18T00:15:50.4226178Z Submodule 'libkineto/third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/kineto/libkineto/third_party/googletest' 2024-12-18T00:15:50.4258823Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog'... 2024-12-18T00:15:51.2906091Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/fmt'... 2024-12-18T00:15:52.5187173Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/googletest'... 2024-12-18T00:15:53.6984049Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog': checked out '7d04a0053a845370ae06ce317a22a48e9edcc74e' 2024-12-18T00:15:53.7004136Z Submodule 'third_party/DCGM' (https://github.com/NVIDIA/DCGM.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2024-12-18T00:15:53.7007897Z Submodule 'third_party/cpr' (https://github.com/libcpr/cpr.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2024-12-18T00:15:53.7011720Z Submodule 'third_party/fmt' (https://github.com/fmtlib/fmt.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2024-12-18T00:15:53.7015461Z Submodule 'third_party/gflags' (https://github.com/gflags/gflags.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2024-12-18T00:15:53.7019041Z Submodule 'third_party/glog' (https://github.com/google/glog.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2024-12-18T00:15:53.7022907Z Submodule 'third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2024-12-18T00:15:53.7026783Z Submodule 'third_party/json' (https://github.com/nlohmann/json.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2024-12-18T00:15:53.7030565Z Submodule 'third_party/pfs' (https://github.com/dtrugman/pfs.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2024-12-18T00:15:53.7062454Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM'... 2024-12-18T00:15:54.6616541Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/cpr'... 2024-12-18T00:15:55.0490188Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/fmt'... 2024-12-18T00:15:56.2642434Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/gflags'... 2024-12-18T00:15:56.5604297Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/glog'... 2024-12-18T00:15:57.0480114Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/googletest'... 2024-12-18T00:15:58.0553307Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/json'... 2024-12-18T00:16:05.0738521Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/pfs'... 2024-12-18T00:16:05.5084983Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM': checked out 'ffde4e54bc7249a6039a5e6b45b395141e1217f9' 2024-12-18T00:16:05.5319310Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr': checked out '871ed52d350214a034f6ef8a3b8f51c5ce1bd400' 2024-12-18T00:16:05.5757798Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt': checked out 'cd4af11efc9c622896a3e4cb599fa28668ca3d05' 2024-12-18T00:16:05.5928248Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags': checked out 'e171aa2d15ed9eb17054558e0b3a6a413bb01067' 2024-12-18T00:16:05.5948444Z Submodule 'doc' (https://github.com/gflags/gflags.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2024-12-18T00:16:05.5986809Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc'... 2024-12-18T00:16:05.8957399Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc': checked out '8411df715cf522606e3b1aca386ddfc0b63d34b4' 2024-12-18T00:16:05.9187790Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog': checked out 'b33e3bad4c46c8a6345525fd822af355e5ef9446' 2024-12-18T00:16:05.9663137Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest': checked out '58d77fa8070e8cec2dc1ed015d66b454c8d78850' 2024-12-18T00:16:06.0937044Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/json': checked out '4f8fba14066156b73f1189a2b8bd568bde5284c5' 2024-12-18T00:16:06.1143567Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs': checked out 'f68a2fa8ea36c783bdd760371411fcb495aa3150' 2024-12-18T00:16:06.1596407Z Submodule path 'third_party/kineto/libkineto/third_party/fmt': checked out '0041a40c1350ba702d475b9c4ad62da77caea164' 2024-12-18T00:16:06.2264169Z Submodule path 'third_party/kineto/libkineto/third_party/googletest': checked out '7aca84427f224eeed3144123d5230d5871e93347' 2024-12-18T00:16:06.2725094Z Submodule path 'third_party/mimalloc': checked out 'b66e3214d8a104669c2ec05ae91ebc26a8f5ab78' 2024-12-18T00:16:06.3083265Z Submodule path 'third_party/nccl/nccl': checked out 'ab2b89c4c339bd7f816fbc114a4b05d386b66290' 2024-12-18T00:16:06.4430722Z Submodule path 'third_party/nlohmann': checked out '87cda1d6646592ac5866dc703c8e1839046a6806' 2024-12-18T00:16:06.9540963Z Submodule path 'third_party/onnx': checked out 'b8baa8446686496da4cc8fda09f2b6fe65c2a02c' 2024-12-18T00:16:06.9578135Z Submodule 'third_party/pybind11' (https://github.com/pybind/pybind11.git) registered for path 'third_party/onnx/third_party/pybind11' 2024-12-18T00:16:06.9610378Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/onnx/third_party/pybind11'... 2024-12-18T00:16:08.2236215Z Submodule path 'third_party/onnx/third_party/pybind11': checked out '3e9dfa2866941655c56877882565e7577de6fc7b' 2024-12-18T00:16:08.3113485Z Submodule path 'third_party/opentelemetry-cpp': checked out 'a799f4aed9c94b765dcdaabaeab7d5e7e2310878' 2024-12-18T00:16:08.3137171Z Submodule 'third_party/benchmark' (https://github.com/google/benchmark) registered for path 'third_party/opentelemetry-cpp/third_party/benchmark' 2024-12-18T00:16:08.3140463Z Submodule 'third_party/googletest' (https://github.com/google/googletest) registered for path 'third_party/opentelemetry-cpp/third_party/googletest' 2024-12-18T00:16:08.3143845Z Submodule 'third_party/ms-gsl' (https://github.com/microsoft/GSL) registered for path 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2024-12-18T00:16:08.3147439Z Submodule 'third_party/nlohmann-json' (https://github.com/nlohmann/json) registered for path 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2024-12-18T00:16:08.3151193Z Submodule 'third_party/opentelemetry-proto' (https://github.com/open-telemetry/opentelemetry-proto) registered for path 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2024-12-18T00:16:08.3154773Z Submodule 'third_party/opentracing-cpp' (https://github.com/opentracing/opentracing-cpp.git) registered for path 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2024-12-18T00:16:08.3158499Z Submodule 'third_party/prometheus-cpp' (https://github.com/jupp0r/prometheus-cpp) registered for 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'third_party/pocketfft' 2024-12-18T00:16:39.2657217Z Entering 'third_party/protobuf' 2024-12-18T00:16:39.2710842Z Entering 'third_party/protobuf/third_party/benchmark' 2024-12-18T00:16:39.2761524Z Entering 'third_party/protobuf/third_party/googletest' 2024-12-18T00:16:39.2821495Z Entering 'third_party/psimd' 2024-12-18T00:16:39.2873492Z Entering 'third_party/pthreadpool' 2024-12-18T00:16:39.2926180Z Entering 'third_party/pybind11' 2024-12-18T00:16:39.2978680Z Entering 'third_party/python-peachpy' 2024-12-18T00:16:39.3031093Z Entering 'third_party/sleef' 2024-12-18T00:16:39.3086471Z Entering 'third_party/tensorpipe' 2024-12-18T00:16:39.3136647Z Entering 'third_party/tensorpipe/third_party/googletest' 2024-12-18T00:16:39.3187803Z Entering 'third_party/tensorpipe/third_party/libnop' 2024-12-18T00:16:39.3238001Z Entering 'third_party/tensorpipe/third_party/libuv' 2024-12-18T00:16:39.3288796Z Entering 'third_party/tensorpipe/third_party/pybind11' 2024-12-18T00:16:39.3342195Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2024-12-18T00:16:39.3414779Z ##[endgroup] 2024-12-18T00:16:39.3457137Z [command]/usr/bin/git log -1 --format='%H' 2024-12-18T00:16:39.3480940Z '0cdf8b1d09254cfda66191d1bd01e3041c3c76f7' 2024-12-18T00:16:39.3655287Z Prepare all required actions 2024-12-18T00:16:39.3655786Z Getting action download info 2024-12-18T00:16:39.5237827Z ##[group]Run ./.github/actions/setup-linux 2024-12-18T00:16:39.5238157Z env: 2024-12-18T00:16:39.5238376Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:16:39.5238644Z ##[endgroup] 2024-12-18T00:16:39.5285254Z ##[group]Run set -euo pipefail 2024-12-18T00:16:39.5285613Z set -euo pipefail 2024-12-18T00:16:39.5285939Z function get_ec2_metadata() { 2024-12-18T00:16:39.5286350Z  # Pulled from instance metadata endpoint for EC2 2024-12-18T00:16:39.5287046Z  # see https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/instancedata-data-retrieval.html 2024-12-18T00:16:39.5287667Z  category=$1 2024-12-18T00:16:39.5288061Z  # If it is GCP runner (runner name contains gcp), do not run this 2024-12-18T00:16:39.5288545Z  runner_name_str=i-004b9eadbd6a8bbee 2024-12-18T00:16:39.5288963Z  if [[ -f /.inarc ]]; then 2024-12-18T00:16:39.5289337Z  echo "ARC Runner, no info on ec2 metadata" 2024-12-18T00:16:39.5289741Z  elif [[ $runner_name_str == *"gcp"* ]]; then 2024-12-18T00:16:39.5290232Z  echo "Runner is from Google Cloud Platform, No info on ec2 metadata" 2024-12-18T00:16:39.5290688Z  else 2024-12-18T00:16:39.5291568Z  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}" 2024-12-18T00:16:39.5292517Z  fi 2024-12-18T00:16:39.5292787Z } 2024-12-18T00:16:39.5293066Z echo "ami-id: $(get_ec2_metadata ami-id)" 2024-12-18T00:16:39.5293521Z echo "instance-id: $(get_ec2_metadata instance-id)" 2024-12-18T00:16:39.5294023Z echo "instance-type: $(get_ec2_metadata instance-type)" 2024-12-18T00:16:39.5294463Z echo "system info $(uname -a)" 2024-12-18T00:16:39.5304496Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:16:39.5304891Z env: 2024-12-18T00:16:39.5305110Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:16:39.5305385Z ##[endgroup] 2024-12-18T00:16:39.5454871Z ami-id: ami-0fff1b9a61dec8a5f 2024-12-18T00:16:39.5562490Z instance-id: i-004b9eadbd6a8bbee 2024-12-18T00:16:39.5678317Z instance-type: g5.4xlarge 2024-12-18T00:16:39.5691486Z system info Linux ip-10-0-61-11.ec2.internal 6.1.109-118.189.amzn2023.x86_64 #1 SMP PREEMPT_DYNAMIC Tue Sep 10 08:59:12 UTC 2024 x86_64 x86_64 x86_64 GNU/Linux 2024-12-18T00:16:39.5727326Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2024-12-18T00:16:39.5728301Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2024-12-18T00:16:39.5737445Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:16:39.5737854Z env: 2024-12-18T00:16:39.5738081Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:16:39.5738365Z ##[endgroup] 2024-12-18T00:16:39.5810036Z ##[group]Run if systemctl is-active --quiet docker; then 2024-12-18T00:16:39.5810491Z if systemctl is-active --quiet docker; then 2024-12-18T00:16:39.5810890Z  echo "Docker daemon is running..."; 2024-12-18T00:16:39.5811243Z else 2024-12-18T00:16:39.5811619Z  echo "Starting docker deamon..." && sudo systemctl start docker; 2024-12-18T00:16:39.5812106Z fi 2024-12-18T00:16:39.5820115Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:16:39.5820505Z env: 2024-12-18T00:16:39.5820730Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:16:39.5821006Z ##[endgroup] 2024-12-18T00:16:39.5908703Z Docker daemon is running... 2024-12-18T00:16:39.5958687Z ##[group]Run nick-fields/retry@v3.0.0 2024-12-18T00:16:39.5959186Z with: 2024-12-18T00:16:39.5959396Z shell: bash 2024-12-18T00:16:39.5959804Z timeout_minutes: 5 2024-12-18T00:16:39.5960057Z max_attempts: 3 2024-12-18T00:16:39.5960310Z retry_wait_seconds: 30 2024-12-18T00:16:39.5962689Z command: AWS_ACCOUNT_ID=$(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 2024-12-18T00:16:39.5965234Z polling_interval_seconds: 1 2024-12-18T00:16:39.5965534Z warning_on_retry: true 2024-12-18T00:16:39.5965809Z continue_on_error: false 2024-12-18T00:16:39.5966073Z env: 2024-12-18T00:16:39.5966294Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:16:39.5966571Z AWS_RETRY_MODE: standard 2024-12-18T00:16:39.5966844Z AWS_MAX_ATTEMPTS: 5 2024-12-18T00:16:39.5967106Z AWS_DEFAULT_REGION: us-east-1 2024-12-18T00:16:39.5967382Z ##[endgroup] 2024-12-18T00:16:40.7848896Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2024-12-18T00:16:40.7849539Z Configure a credential helper to remove this warning. See 2024-12-18T00:16:40.7850148Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2024-12-18T00:16:40.7850558Z 2024-12-18T00:16:40.7850664Z Login Succeeded 2024-12-18T00:16:41.6850731Z Command completed after 1 attempt(s). 2024-12-18T00:16:41.6934609Z ##[group]Run env | grep '^GITHUB' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2024-12-18T00:16:41.6935146Z env | grep '^GITHUB' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2024-12-18T00:16:41.6935619Z env | grep '^CI' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2024-12-18T00:16:41.6945307Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:16:41.6945689Z env: 2024-12-18T00:16:41.6945910Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:16:41.6946180Z ##[endgroup] 2024-12-18T00:16:41.7043323Z ##[group]Run # ignore expansion of "docker ps -q" since it could be empty 2024-12-18T00:16:41.7043901Z # ignore expansion of "docker ps -q" since it could be empty 2024-12-18T00:16:41.7044347Z # shellcheck disable=SC2046 2024-12-18T00:16:41.7044689Z docker stop $(docker ps -q) || true 2024-12-18T00:16:41.7045175Z # Prune all of the docker images 2024-12-18T00:16:41.7045517Z docker system prune -af 2024-12-18T00:16:41.7053506Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:16:41.7053893Z env: 2024-12-18T00:16:41.7054116Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:16:41.7054382Z ##[endgroup] 2024-12-18T00:16:41.7366926Z "docker stop" requires at least 1 argument. 2024-12-18T00:16:41.7368603Z See 'docker stop --help'. 2024-12-18T00:16:41.7368967Z 2024-12-18T00:16:41.7369331Z Usage: docker stop [OPTIONS] CONTAINER [CONTAINER...] 2024-12-18T00:16:41.7369890Z 2024-12-18T00:16:41.7370126Z Stop one or more running containers 2024-12-18T00:16:41.7547712Z Total reclaimed space: 0B 2024-12-18T00:16:41.7602406Z ##[group]Run set +e 2024-12-18T00:16:41.7602829Z set +e 2024-12-18T00:16:41.7603085Z set -x 2024-12-18T00:16:41.7603313Z  2024-12-18T00:16:41.7603556Z PT_DOMAIN=download.pytorch.org 2024-12-18T00:16:41.7604150Z # TODO: Flaky access to download.pytorch.org https://github.com/pytorch/pytorch/issues/100400, 2024-12-18T00:16:41.7605024Z # cleaning this up once the issue is fixed. There are more than one resolved IP here, the last 2024-12-18T00:16:41.7605573Z # one is returned at random 2024-12-18T00:16:41.7605979Z RESOLVED_IP=$(dig -4 +short "${PT_DOMAIN}" | tail -n1) 2024-12-18T00:16:41.7606593Z  2024-12-18T00:16:41.7607014Z if [ -z "${RESOLVED_IP}" ]; then 2024-12-18T00:16:41.7607465Z  echo "Couldn't resolve ${PT_DOMAIN}, retrying with Google DNS..." 2024-12-18T00:16:41.7608003Z  RESOLVED_IP=$(dig -4 +short "${PT_DOMAIN}" @8.8.8.8 | tail -n1) 2024-12-18T00:16:41.7608406Z  2024-12-18T00:16:41.7608646Z  if [ -z "${RESOLVED_IP}" ]; then 2024-12-18T00:16:41.7609043Z  echo "Couldn't resolve ${PT_DOMAIN}, exiting..." 2024-12-18T00:16:41.7609411Z  exit 1 2024-12-18T00:16:41.7609652Z  fi 2024-12-18T00:16:41.7609872Z fi 2024-12-18T00:16:41.7610085Z  2024-12-18T00:16:41.7610349Z if grep -r "${PT_DOMAIN}" /etc/hosts; then 2024-12-18T00:16:41.7610722Z  # Clean up any old records first 2024-12-18T00:16:41.7611094Z  sudo sed -i "/${PT_DOMAIN}/d" /etc/hosts 2024-12-18T00:16:41.7611430Z fi 2024-12-18T00:16:41.7611644Z  2024-12-18T00:16:41.7611973Z echo "${RESOLVED_IP} ${PT_DOMAIN}" | sudo tee -a /etc/hosts 2024-12-18T00:16:41.7612377Z cat /etc/hosts 2024-12-18T00:16:41.7621194Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:16:41.7621585Z env: 2024-12-18T00:16:41.7621810Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:16:41.7622081Z ##[endgroup] 2024-12-18T00:16:41.7649886Z + PT_DOMAIN=download.pytorch.org 2024-12-18T00:16:41.7656059Z ++ dig -4 +short download.pytorch.org 2024-12-18T00:16:41.7656396Z ++ tail -n1 2024-12-18T00:16:41.7957383Z + RESOLVED_IP=3.171.85.110 2024-12-18T00:16:41.7957678Z + '[' -z 3.171.85.110 ']' 2024-12-18T00:16:41.7957974Z + grep -r download.pytorch.org /etc/hosts 2024-12-18T00:16:41.7971139Z 3.167.99.125 download.pytorch.org 2024-12-18T00:16:41.7973219Z + sudo sed -i /download.pytorch.org/d /etc/hosts 2024-12-18T00:16:41.9374210Z + echo '3.171.85.110 download.pytorch.org' 2024-12-18T00:16:41.9374864Z + sudo tee -a /etc/hosts 2024-12-18T00:16:41.9697108Z 3.171.85.110 download.pytorch.org 2024-12-18T00:16:41.9719302Z + cat /etc/hosts 2024-12-18T00:16:41.9730305Z 127.0.0.1 localhost localhost.localdomain localhost4 localhost4.localdomain4 2024-12-18T00:16:41.9735493Z ::1 localhost6 localhost6.localdomain6 2024-12-18T00:16:41.9736002Z 3.171.85.110 download.pytorch.org 2024-12-18T00:16:41.9909791Z ##[group]Run pytorch/test-infra/.github/actions/calculate-docker-image@release/2.6 2024-12-18T00:16:41.9910303Z with: 2024-12-18T00:16:41.9911056Z docker-image-name: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:16:41.9911900Z docker-build-dir: .ci/docker 2024-12-18T00:16:41.9912195Z working-directory: . 2024-12-18T00:16:41.9912557Z docker-registry: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:16:41.9912978Z force-push: false 2024-12-18T00:16:41.9913211Z env: 2024-12-18T00:16:41.9913420Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:16:41.9913694Z ##[endgroup] 2024-12-18T00:16:41.9944951Z ##[group]Run set -ex 2024-12-18T00:16:41.9945246Z set -ex 2024-12-18T00:16:41.9945474Z  2024-12-18T00:16:41.9945871Z # If the docker build directory or the build script doesn't exist, the action will 2024-12-18T00:16:41.9946583Z # gracefully return the docker image name as it is. Pulling docker image in Linux 2024-12-18T00:16:41.9947160Z # job could then download the pre-built image as usual 2024-12-18T00:16:41.9947675Z if [[ ! -d "${DOCKER_BUILD_DIR}" ]] || [[ ! -f "${DOCKER_BUILD_DIR}/build.sh" ]]; then 2024-12-18T00:16:41.9948152Z  echo "skip=true" >> "${GITHUB_OUTPUT}" 2024-12-18T00:16:41.9948607Z  echo "docker-image=${DOCKER_IMAGE_NAME}" >> "${GITHUB_OUTPUT}" 2024-12-18T00:16:41.9949019Z  2024-12-18T00:16:41.9949373Z  echo "There is no Docker build script in ${REPO_NAME} repo, skipping..." 2024-12-18T00:16:41.9949817Z  exit 0 2024-12-18T00:16:41.9950226Z else 2024-12-18T00:16:41.9950498Z  echo "skip=false" >> "${GITHUB_OUTPUT}" 2024-12-18T00:16:41.9950828Z fi 2024-12-18T00:16:41.9951040Z  2024-12-18T00:16:41.9951383Z if [[ "${DOCKER_IMAGE_NAME}" == *"${DOCKER_REGISTRY}/${REPO_NAME}"* ]]; then 2024-12-18T00:16:41.9951991Z  # The docker image name already includes the ECR prefix and tag, so we can just 2024-12-18T00:16:41.9952532Z  # use it as it is, but first let's extract the tag 2024-12-18T00:16:41.9953018Z  DOCKER_TAG=$(echo "${DOCKER_IMAGE_NAME}" | awk -F '[:,]' '{print $2}') 2024-12-18T00:16:41.9953531Z  echo "docker-tag=${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2024-12-18T00:16:41.9954024Z  echo "docker-image=${DOCKER_IMAGE_NAME}" >> "${GITHUB_OUTPUT}" 2024-12-18T00:16:41.9954433Z else 2024-12-18T00:16:41.9954743Z  DOCKER_TAG=$(git rev-parse HEAD:"${DOCKER_BUILD_DIR}") 2024-12-18T00:16:41.9955209Z  echo "docker-tag=${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2024-12-18T00:16:41.9955865Z  echo "docker-image=${DOCKER_REGISTRY}/${REPO_NAME}/${DOCKER_IMAGE_NAME}:${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2024-12-18T00:16:41.9956442Z fi 2024-12-18T00:16:41.9965275Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:16:41.9965660Z env: 2024-12-18T00:16:41.9965873Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:16:41.9966148Z REPO_NAME: pytorch 2024-12-18T00:16:41.9966925Z DOCKER_IMAGE_NAME: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:16:41.9967754Z DOCKER_BUILD_DIR: .ci/docker 2024-12-18T00:16:41.9968129Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:16:41.9968523Z ##[endgroup] 2024-12-18T00:16:41.9996635Z + [[ ! -d .ci/docker ]] 2024-12-18T00:16:41.9996962Z + [[ ! -f .ci/docker/build.sh ]] 2024-12-18T00:16:41.9997265Z + echo skip=false 2024-12-18T00:16:41.9998349Z + [[ 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* ]] 2024-12-18T00:16:42.0005166Z ++ echo 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:16:42.0006013Z ++ awk -F '[:,]' '{print $2}' 2024-12-18T00:16:42.0031699Z + DOCKER_TAG=45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:16:42.0032154Z + echo docker-tag=45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:16:42.0033062Z + echo docker-image=308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:16:42.0069106Z ##[group]Run set +e 2024-12-18T00:16:42.0069417Z set +e 2024-12-18T00:16:42.0069652Z set -x 2024-12-18T00:16:42.0069890Z  2024-12-18T00:16:42.0070107Z login() { 2024-12-18T00:16:42.0070600Z  aws ecr get-login-password --region us-east-1 | docker login -u AWS --password-stdin "$1" 2024-12-18T00:16:42.0071153Z } 2024-12-18T00:16:42.0071376Z  2024-12-18T00:16:42.0071603Z retry () { 2024-12-18T00:16:42.0071885Z  $* || (sleep 1 && $*) || (sleep 2 && $*) 2024-12-18T00:16:42.0072210Z } 2024-12-18T00:16:42.0072416Z  2024-12-18T00:16:42.0072654Z retry login "${DOCKER_REGISTRY}" 2024-12-18T00:16:42.0072966Z  2024-12-18T00:16:42.0073188Z START_TIME=$(date +%s) 2024-12-18T00:16:42.0073899Z # Wait up to 90 minutes 2024-12-18T00:16:42.0074269Z while [[ $(( $(date +%s) - 5400 )) -lt $START_TIME ]]; do 2024-12-18T00:16:42.0074774Z  # Check if image already exists, if it does then skip building it 2024-12-18T00:16:42.0075278Z  if docker manifest inspect "${DOCKER_IMAGE}"; then 2024-12-18T00:16:42.0075839Z  exit 0 2024-12-18T00:16:42.0076084Z  fi 2024-12-18T00:16:42.0076301Z  2024-12-18T00:16:42.0076696Z  # NB: This flag is used by Docker build workflow to push the image to ECR, so we can 2024-12-18T00:16:42.0077390Z  # use this to differentiate between the Docker build and regular build jobs. For the 2024-12-18T00:16:42.0078074Z  # latter, it will wait for the Docker images to become available before continuing 2024-12-18T00:16:42.0078607Z  if [ "${DOCKER_PUSH:-false}" == "true" ]; then 2024-12-18T00:16:42.0079016Z  # It's a Docker build job, let's build the image 2024-12-18T00:16:42.0079373Z  break 2024-12-18T00:16:42.0079606Z  else 2024-12-18T00:16:42.0079956Z  # It's a regular build job, wait for the image to become available 2024-12-18T00:16:42.0080386Z  sleep 300 2024-12-18T00:16:42.0080651Z  fi 2024-12-18T00:16:42.0080874Z done 2024-12-18T00:16:42.0081091Z  2024-12-18T00:16:42.0081453Z # NB: This part requires a full checkout. Otherwise, the merge base will 2024-12-18T00:16:42.0082046Z # be empty. The default action would be to continue rebuild the image 2024-12-18T00:16:42.0082575Z if [[ "$BASE_REVISION" = "$(git rev-parse HEAD)" ]]; then 2024-12-18T00:16:42.0083042Z  # if we're on the base branch then use the parent commit 2024-12-18T00:16:42.0083475Z  MERGE_BASE=$(git rev-parse HEAD~) 2024-12-18T00:16:42.0083839Z else 2024-12-18T00:16:42.0084179Z  # otherwise we're on a PR, so use the most recent base commit 2024-12-18T00:16:42.0084671Z  MERGE_BASE=$(git merge-base HEAD "$BASE_REVISION") 2024-12-18T00:16:42.0085167Z fi 2024-12-18T00:16:42.0085388Z  2024-12-18T00:16:42.0085624Z if [[ -z "${MERGE_BASE}" ]]; then 2024-12-18T00:16:42.0085999Z  echo "rebuild=true" >> "${GITHUB_OUTPUT}" 2024-12-18T00:16:42.0086347Z  2024-12-18T00:16:42.0086829Z  echo "Finding merge base only works with full checkout, please set fetch-depth to 0, continuing ..." 2024-12-18T00:16:42.0087401Z  exit 0 2024-12-18T00:16:42.0087800Z fi 2024-12-18T00:16:42.0088024Z  2024-12-18T00:16:42.0088340Z if ! git rev-parse "${MERGE_BASE}:${DOCKER_BUILD_DIR}"; then 2024-12-18T00:16:42.0089043Z  echo "Directory '${DOCKER_BUILD_DIR}' not found in commit $MERGE_BASE, you should rebase onto a more recent commit" 2024-12-18T00:16:42.0089648Z  exit 1 2024-12-18T00:16:42.0089881Z fi 2024-12-18T00:16:42.0090090Z  2024-12-18T00:16:42.0090465Z PREVIOUS_DOCKER_TAG=$(git rev-parse "${MERGE_BASE}:${DOCKER_BUILD_DIR}") 2024-12-18T00:16:42.0091139Z # If no image exists but the hash is the same as the previous hash then we should error out here 2024-12-18T00:16:42.0091746Z if [[ "${PREVIOUS_DOCKER_TAG}" == "${DOCKER_TAG}" ]]; then 2024-12-18T00:16:42.0092445Z  echo "WARNING: Something has gone wrong and the previous image isn't available for the merge-base of your branch" 2024-12-18T00:16:42.0093239Z  echo " Will re-build docker image to store in local cache, TTS may be longer" 2024-12-18T00:16:42.0093701Z fi 2024-12-18T00:16:42.0093953Z  2024-12-18T00:16:42.0094239Z echo "rebuild=true" >> "${GITHUB_OUTPUT}" 2024-12-18T00:16:42.0102351Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:16:42.0102743Z env: 2024-12-18T00:16:42.0102965Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:16:42.0103244Z DOCKER_BUILD_DIR: .ci/docker 2024-12-18T00:16:42.0103603Z BASE_REVISION: 0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:16:42.0104483Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:16:42.0105435Z DOCKER_TAG: 45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:16:42.0105888Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:16:42.0106293Z DOCKER_PUSH: 2024-12-18T00:16:42.0106523Z ##[endgroup] 2024-12-18T00:16:42.0133390Z + retry login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:16:42.0133844Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:16:42.0136487Z + aws ecr get-login-password --region us-east-1 2024-12-18T00:16:42.0138322Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:16:42.5592303Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2024-12-18T00:16:42.5592927Z Configure a credential helper to remove this warning. See 2024-12-18T00:16:42.5593511Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2024-12-18T00:16:42.5593911Z 2024-12-18T00:16:42.5594088Z Login Succeeded 2024-12-18T00:16:42.5622485Z ++ date +%s 2024-12-18T00:16:42.5634510Z + START_TIME=1734481002 2024-12-18T00:16:42.5638696Z ++ date +%s 2024-12-18T00:16:42.5650221Z + [[ 1734475602 -lt 1734481002 ]] 2024-12-18T00:16:42.5651155Z + docker manifest inspect 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:16:42.8059042Z { 2024-12-18T00:16:42.8059399Z "schemaVersion": 2, 2024-12-18T00:16:42.8060047Z "mediaType": "application/vnd.docker.distribution.manifest.v2+json", 2024-12-18T00:16:42.8060685Z "config": { 2024-12-18T00:16:42.8061169Z "mediaType": "application/vnd.docker.container.image.v1+json", 2024-12-18T00:16:42.8061731Z "size": 51437, 2024-12-18T00:16:42.8062305Z "digest": "sha256:b65eb04d202d09d38288537c826a71634f9f27efa0032af3404735ce099bb5b5" 2024-12-18T00:16:42.8062957Z }, 2024-12-18T00:16:42.8063221Z "layers": [ 2024-12-18T00:16:42.8063512Z { 2024-12-18T00:16:42.8064031Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8064696Z "size": 28580681, 2024-12-18T00:16:42.8065375Z "digest": "sha256:7a2c559011895d255fce249c00396abff5ae7e0c0a92931d0ed493e71de78e3a" 2024-12-18T00:16:42.8066143Z }, 2024-12-18T00:16:42.8066468Z { 2024-12-18T00:16:42.8067373Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8068091Z "size": 7943451, 2024-12-18T00:16:42.8068747Z "digest": "sha256:224fe954d7252f10539d243d6c9688806f7d13ad775ed02e7f7c79077844510d" 2024-12-18T00:16:42.8069536Z }, 2024-12-18T00:16:42.8069864Z { 2024-12-18T00:16:42.8070427Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8071151Z "size": 55728572, 2024-12-18T00:16:42.8071858Z "digest": 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"sha256:a64b1a78df7484e4d5d4b19fb46398e9102c1815bf422ebd82da610453cbe8b0" 2024-12-18T00:16:42.8196588Z }, 2024-12-18T00:16:42.8196780Z { 2024-12-18T00:16:42.8197114Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8197544Z "size": 7943, 2024-12-18T00:16:42.8198055Z "digest": "sha256:dd76514efb72386a17930052ecdd6a5a2746624659d6c28774f1493976e5be13" 2024-12-18T00:16:42.8198535Z }, 2024-12-18T00:16:42.8198729Z { 2024-12-18T00:16:42.8199062Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8199492Z "size": 8069, 2024-12-18T00:16:42.8199912Z "digest": "sha256:3054a258957368f47ebe07e331627b905bec024129c5f09a8baf3cb8fab1fa37" 2024-12-18T00:16:42.8200387Z }, 2024-12-18T00:16:42.8200581Z { 2024-12-18T00:16:42.8200917Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8201348Z "size": 303, 2024-12-18T00:16:42.8201777Z "digest": "sha256:c6a4b9703d82da31d5f73ba313a3ff4ca3d65a3f0c6d96f4b49908d3ad77b456" 2024-12-18T00:16:42.8202270Z }, 2024-12-18T00:16:42.8202462Z { 2024-12-18T00:16:42.8202800Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8203231Z "size": 7632853, 2024-12-18T00:16:42.8203670Z "digest": "sha256:d2ae6783ce4801493797bed61b102de493e3cc7b6ad65c8dad8058e85a7d2d1d" 2024-12-18T00:16:42.8204158Z }, 2024-12-18T00:16:42.8204352Z { 2024-12-18T00:16:42.8204688Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8205201Z "size": 108, 2024-12-18T00:16:42.8205628Z "digest": "sha256:b00b6e419f3d7806c2e7c8d02909fd10f8485cd59cb0169a1f1b45ded3d8599c" 2024-12-18T00:16:42.8206112Z }, 2024-12-18T00:16:42.8206304Z { 2024-12-18T00:16:42.8206639Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8207387Z "size": 54145652, 2024-12-18T00:16:42.8207838Z "digest": "sha256:078cfb70154b23bc4de375eca85b3cd7323f2b0449e944b9dd126c5c8e44ad87" 2024-12-18T00:16:42.8208415Z }, 2024-12-18T00:16:42.8208609Z { 2024-12-18T00:16:42.8208944Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8209394Z "size": 485, 2024-12-18T00:16:42.8209817Z "digest": "sha256:3d622b81cf85054c38ce87d45c4408b1957cbea48c7f3ae3775668cbd8783075" 2024-12-18T00:16:42.8210315Z }, 2024-12-18T00:16:42.8210508Z { 2024-12-18T00:16:42.8210842Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8211277Z "size": 1374859186, 2024-12-18T00:16:42.8211705Z "digest": "sha256:3d8b68499d557da8be289c1636abb44480f5a15b2675081f02121246d569e482" 2024-12-18T00:16:42.8212192Z }, 2024-12-18T00:16:42.8212387Z { 2024-12-18T00:16:42.8212719Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8213147Z "size": 106, 2024-12-18T00:16:42.8213570Z "digest": "sha256:24b26641a3451a6fa879b4e785eda3d503e5d1a9eb4264d4c0b966b47be03dee" 2024-12-18T00:16:42.8214057Z }, 2024-12-18T00:16:42.8214256Z { 2024-12-18T00:16:42.8214594Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8215026Z "size": 569, 2024-12-18T00:16:42.8215441Z "digest": "sha256:2be4504e03c6186de6c29056f7f798bc10589f477141a93b9a3b87d50384a1ae" 2024-12-18T00:16:42.8215916Z }, 2024-12-18T00:16:42.8216117Z { 2024-12-18T00:16:42.8216451Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8216884Z "size": 46248496, 2024-12-18T00:16:42.8217311Z "digest": "sha256:69b586440d7d168e63bfa78f27f740f8d594d60449833d666c4472a74ab8e0f3" 2024-12-18T00:16:42.8217783Z }, 2024-12-18T00:16:42.8217977Z { 2024-12-18T00:16:42.8218312Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8218741Z "size": 111, 2024-12-18T00:16:42.8219163Z "digest": "sha256:b4cdd8b3c15a5872a46b7de0972b37e84b92e5d854128a85dc37bd72256941fa" 2024-12-18T00:16:42.8230178Z }, 2024-12-18T00:16:42.8230389Z { 2024-12-18T00:16:42.8230752Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8231197Z "size": 532, 2024-12-18T00:16:42.8231632Z "digest": "sha256:f9eea4a7f948f81664cf31f9179c96637fa67cca80c5515dc199a517e956d5a8" 2024-12-18T00:16:42.8232125Z }, 2024-12-18T00:16:42.8232322Z { 2024-12-18T00:16:42.8232782Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8233224Z "size": 48289110, 2024-12-18T00:16:42.8233663Z "digest": "sha256:235c700adf92899588cb40ee9aa9d7683ef9cc8311e49ac212008806570a5757" 2024-12-18T00:16:42.8234179Z }, 2024-12-18T00:16:42.8234396Z { 2024-12-18T00:16:42.8234736Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8235170Z "size": 106, 2024-12-18T00:16:42.8235592Z "digest": "sha256:f25bb28f6d1a366e4521a23a972973a62e2067394599a0a44ed21100b298f85f" 2024-12-18T00:16:42.8236070Z }, 2024-12-18T00:16:42.8236265Z { 2024-12-18T00:16:42.8236605Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8237044Z "size": 32, 2024-12-18T00:16:42.8237466Z "digest": "sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1" 2024-12-18T00:16:42.8237966Z }, 2024-12-18T00:16:42.8238159Z { 2024-12-18T00:16:42.8238504Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8238936Z "size": 32, 2024-12-18T00:16:42.8239355Z "digest": "sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1" 2024-12-18T00:16:42.8239852Z }, 2024-12-18T00:16:42.8240046Z { 2024-12-18T00:16:42.8240381Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8240811Z "size": 32, 2024-12-18T00:16:42.8241230Z "digest": "sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1" 2024-12-18T00:16:42.8241729Z }, 2024-12-18T00:16:42.8241921Z { 2024-12-18T00:16:42.8242258Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2024-12-18T00:16:42.8242780Z "size": 32, 2024-12-18T00:16:42.8243208Z "digest": "sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1" 2024-12-18T00:16:42.8243706Z } 2024-12-18T00:16:42.8243902Z ] 2024-12-18T00:16:42.8244108Z } 2024-12-18T00:16:42.8244349Z + exit 0 2024-12-18T00:16:42.8282383Z ##[group]Run set -eux 2024-12-18T00:16:42.8282674Z set -eux 2024-12-18T00:16:42.8283594Z 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 2024-12-18T00:16:42.8293079Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:16:42.8293471Z env: 2024-12-18T00:16:42.8293683Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:16:42.8293953Z ##[endgroup] 2024-12-18T00:16:42.8325935Z + aws secretsmanager get-secret-value --secret-id docker_hub_readonly_token 2024-12-18T00:16:42.8326640Z + jq --raw-output .SecretString 2024-12-18T00:16:42.8327717Z + jq -r .docker_hub_readonly_token 2024-12-18T00:16:42.8329903Z + docker login --username pytorchbot --password-stdin 2024-12-18T00:16:43.4490526Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2024-12-18T00:16:43.4491160Z Configure a credential helper to remove this warning. See 2024-12-18T00:16:43.4491746Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2024-12-18T00:16:43.4492154Z 2024-12-18T00:16:43.4492733Z Login Succeeded 2024-12-18T00:16:43.4588610Z ##[group]Run tag=${ECR_DOCKER_IMAGE##*/} 2024-12-18T00:16:43.4588982Z tag=${ECR_DOCKER_IMAGE##*/} 2024-12-18T00:16:43.4589399Z echo "docker pull ghcr.io/pytorch/ci-image:${tag/:/-}" 2024-12-18T00:16:43.4598201Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:16:43.4598588Z env: 2024-12-18T00:16:43.4598807Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:16:43.4599598Z ECR_DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:16:43.4600428Z ##[endgroup] 2024-12-18T00:16:43.4630719Z docker pull ghcr.io/pytorch/ci-image:pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9-45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:16:43.4688027Z ##[group]Run pytorch/test-infra/.github/actions/pull-docker-image@release/2.6 2024-12-18T00:16:43.4688518Z with: 2024-12-18T00:16:43.4689246Z docker-image: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:16:43.4690159Z docker-registry: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:16:43.4690556Z env: 2024-12-18T00:16:43.4690774Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:16:43.4691043Z ##[endgroup] 2024-12-18T00:16:43.4716085Z ##[group]Run set -x 2024-12-18T00:16:43.4716359Z set -x 2024-12-18T00:16:43.4716593Z set +e 2024-12-18T00:16:43.4716819Z  2024-12-18T00:16:43.4717044Z login() { 2024-12-18T00:16:43.4717521Z  aws ecr get-login-password --region us-east-1 | docker login -u AWS --password-stdin "$1" 2024-12-18T00:16:43.4718048Z } 2024-12-18T00:16:43.4718262Z  2024-12-18T00:16:43.4718503Z retry () { 2024-12-18T00:16:43.4718772Z  $* || (sleep 1 && $*) || (sleep 2 && $*) 2024-12-18T00:16:43.4719092Z } 2024-12-18T00:16:43.4719301Z  2024-12-18T00:16:43.4719535Z retry login "${DOCKER_REGISTRY}" 2024-12-18T00:16:43.4719845Z  2024-12-18T00:16:43.4720048Z set -e 2024-12-18T00:16:43.4720398Z # ignore output since only exit code is used for conditional 2024-12-18T00:16:43.4720903Z # only pull docker image if it's not available locally 2024-12-18T00:16:43.4721456Z if ! docker inspect --type=image "${DOCKER_IMAGE}" >/dev/null 2>/dev/null; then 2024-12-18T00:16:43.4721972Z  retry docker pull "${DOCKER_IMAGE}" 2024-12-18T00:16:43.4722468Z fi 2024-12-18T00:16:43.4731317Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:16:43.4731698Z env: 2024-12-18T00:16:43.4731918Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:16:43.4732697Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:16:43.4733603Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:16:43.4733995Z ##[endgroup] 2024-12-18T00:16:43.4762163Z + set +e 2024-12-18T00:16:43.4762580Z + retry login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:16:43.4763129Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:16:43.4766428Z + aws ecr get-login-password --region us-east-1 2024-12-18T00:16:43.4767385Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com 2024-12-18T00:16:44.0279015Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2024-12-18T00:16:44.0279853Z Configure a credential helper to remove this warning. See 2024-12-18T00:16:44.0280501Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2024-12-18T00:16:44.0281606Z 2024-12-18T00:16:44.0281774Z Login Succeeded 2024-12-18T00:16:44.0303149Z + set -e 2024-12-18T00:16:44.0303945Z + docker inspect --type=image 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:16:44.0464191Z + retry docker pull 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:16:44.0465532Z + docker pull 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:16:44.2775111Z 45e1356b47a284893081276eff3000b7b534f3b1: Pulling from pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9 2024-12-18T00:16:44.2776171Z 7a2c55901189: Pulling fs layer 2024-12-18T00:16:44.2776588Z 224fe954d725: Pulling fs layer 2024-12-18T00:16:44.2776995Z 75722010b82e: Pulling fs layer 2024-12-18T00:16:44.2777407Z d527cbbb87e3: Pulling fs layer 2024-12-18T00:16:44.2778134Z b57676e46aee: Pulling fs layer 2024-12-18T00:16:44.2778469Z a8c1e85b5e14: Pulling fs layer 2024-12-18T00:16:44.2778761Z a41a8d1c11c8: Pulling fs layer 2024-12-18T00:16:44.2779040Z 0c1227890755: Pulling fs layer 2024-12-18T00:16:44.2779400Z d8d1234baab3: Pulling fs layer 2024-12-18T00:16:44.2779830Z 7ed32bc8e469: Pulling fs layer 2024-12-18T00:16:44.2780221Z d527cbbb87e3: Waiting 2024-12-18T00:16:44.2780610Z ec1e7978c1fe: Pulling fs layer 2024-12-18T00:16:44.2781040Z 8a1fa5d724d9: Pulling fs layer 2024-12-18T00:16:44.2781449Z b57676e46aee: Waiting 2024-12-18T00:16:44.2781818Z 0f9fc67acdf2: Pulling fs layer 2024-12-18T00:16:44.2782242Z 6e89233fb490: Pulling fs layer 2024-12-18T00:16:44.2782635Z a8c1e85b5e14: Waiting 2024-12-18T00:16:44.2783031Z 3f97c6dcd567: Pulling fs layer 2024-12-18T00:16:44.2783452Z 156a00cc46ff: Pulling fs layer 2024-12-18T00:16:44.2783803Z d18404c0207d: Pulling fs layer 2024-12-18T00:16:44.2784143Z a41a8d1c11c8: Waiting 2024-12-18T00:16:44.2784494Z 2a0d11c464e9: Pulling fs layer 2024-12-18T00:16:44.2784897Z 0c1227890755: Waiting 2024-12-18T00:16:44.2785257Z d8d1234baab3: Waiting 2024-12-18T00:16:44.2785654Z 02d6227b8c41: Pulling fs layer 2024-12-18T00:16:44.2786107Z 3de6ce0ef0c3: Pulling fs layer 2024-12-18T00:16:44.2786523Z 891ad597ad5d: Pulling fs layer 2024-12-18T00:16:44.2786940Z 262837ed11e6: Pulling fs layer 2024-12-18T00:16:44.2787340Z 3f97c6dcd567: Waiting 2024-12-18T00:16:44.2787667Z 7ed32bc8e469: Waiting 2024-12-18T00:16:44.2788038Z 1b684b15a394: Pulling fs layer 2024-12-18T00:16:44.2788363Z 7ba918172f20: Pulling fs layer 2024-12-18T00:16:44.2788642Z ec1e7978c1fe: Waiting 2024-12-18T00:16:44.2788929Z 46ce30c24b2b: Pulling fs layer 2024-12-18T00:16:44.2789225Z ade5cbcd5440: Pulling fs layer 2024-12-18T00:16:44.2789717Z 156a00cc46ff: Waiting 2024-12-18T00:16:44.2789974Z ba9490908bfa: Pulling fs layer 2024-12-18T00:16:44.2790255Z 940539f0a48f: Pulling fs layer 2024-12-18T00:16:44.2790600Z 1e0d32b6ee25: Pulling fs layer 2024-12-18T00:16:44.2790893Z c2a68533b234: Pulling fs layer 2024-12-18T00:16:44.2791229Z c4f09b90c3ac: Pulling fs layer 2024-12-18T00:16:44.2791519Z 05836df025e1: Pulling fs layer 2024-12-18T00:16:44.2791809Z 61c7831994d4: Pulling fs layer 2024-12-18T00:16:44.2792122Z 53e309aaf985: Pulling fs layer 2024-12-18T00:16:44.2792398Z 46ce30c24b2b: Waiting 2024-12-18T00:16:44.2792646Z 0f9fc67acdf2: Waiting 2024-12-18T00:16:44.2792893Z 8a1fa5d724d9: Waiting 2024-12-18T00:16:44.2793130Z ba9490908bfa: Waiting 2024-12-18T00:16:44.2793394Z 940539f0a48f: Waiting 2024-12-18T00:16:44.2793641Z 2e998832f4a6: Pulling fs layer 2024-12-18T00:16:44.2793930Z fb325583226d: Pulling fs layer 2024-12-18T00:16:44.2794222Z cc4b33adee05: Pulling fs layer 2024-12-18T00:16:44.2794514Z ade5cbcd5440: Waiting 2024-12-18T00:16:44.2794779Z 6a67733279fe: Pulling fs layer 2024-12-18T00:16:44.2795048Z 61c7831994d4: Waiting 2024-12-18T00:16:44.2795303Z 1df4cbd73d01: Pulling fs layer 2024-12-18T00:16:44.2795592Z e00a226e937c: Pulling fs layer 2024-12-18T00:16:44.2795883Z bd6f7ee5120e: Pulling fs layer 2024-12-18T00:16:44.2796168Z 891ad597ad5d: Waiting 2024-12-18T00:16:44.2796420Z 0da70245f7b9: Pulling fs layer 2024-12-18T00:16:44.2796712Z 8751a1f49246: Pulling fs layer 2024-12-18T00:16:44.2797004Z 4f4fb700ef54: Pulling fs layer 2024-12-18T00:16:44.2797294Z 7b0e97ab420f: Pulling fs layer 2024-12-18T00:16:44.2797570Z 53e309aaf985: Waiting 2024-12-18T00:16:44.2797808Z 1b684b15a394: Waiting 2024-12-18T00:16:44.2798063Z 745aa2cd7849: Pulling fs layer 2024-12-18T00:16:44.2798356Z 9fb6095f5afe: Pulling fs layer 2024-12-18T00:16:44.2798643Z d6f7260f8335: Pulling fs layer 2024-12-18T00:16:44.2798919Z 56a631132d45: Pulling fs layer 2024-12-18T00:16:44.2799189Z fb325583226d: Waiting 2024-12-18T00:16:44.2799432Z cc4b33adee05: Waiting 2024-12-18T00:16:44.2799692Z 748f39b0bf69: Pulling fs layer 2024-12-18T00:16:44.2799981Z f7f4d25db3c1: Pulling fs layer 2024-12-18T00:16:44.2800272Z efc2b17f2824: Pulling fs layer 2024-12-18T00:16:44.2800547Z 6a67733279fe: Waiting 2024-12-18T00:16:44.2800925Z 14b687336cef: Pulling fs layer 2024-12-18T00:16:44.2801214Z c02c526c5b86: Pulling fs layer 2024-12-18T00:16:44.2801505Z 15d7769f4445: Pulling fs layer 2024-12-18T00:16:44.2801772Z c2a68533b234: Waiting 2024-12-18T00:16:44.2802021Z e00a226e937c: Waiting 2024-12-18T00:16:44.2802265Z 1df4cbd73d01: Waiting 2024-12-18T00:16:44.2802520Z 21e7e070160a: Pulling fs layer 2024-12-18T00:16:44.2802794Z 8751a1f49246: Waiting 2024-12-18T00:16:44.2803027Z 7b0e97ab420f: Waiting 2024-12-18T00:16:44.2803282Z 4a83246aaa72: Pulling fs layer 2024-12-18T00:16:44.2803571Z 48f1e0cce02f: Pulling fs layer 2024-12-18T00:16:44.2803848Z 4f4fb700ef54: Waiting 2024-12-18T00:16:44.2804102Z a64b1a78df74: Pulling fs layer 2024-12-18T00:16:44.2804440Z dd76514efb72: Pulling fs layer 2024-12-18T00:16:44.2804732Z 3054a2589573: Pulling fs layer 2024-12-18T00:16:44.2805133Z c6a4b9703d82: Pulling fs layer 2024-12-18T00:16:44.2805505Z d2ae6783ce48: Pulling fs layer 2024-12-18T00:16:44.2805802Z 262837ed11e6: Waiting 2024-12-18T00:16:44.2806051Z 745aa2cd7849: Waiting 2024-12-18T00:16:44.2806319Z b00b6e419f3d: Pulling fs layer 2024-12-18T00:16:44.2806601Z 4a83246aaa72: Waiting 2024-12-18T00:16:44.2806858Z 078cfb70154b: Pulling fs layer 2024-12-18T00:16:44.2807141Z 3d622b81cf85: Pulling fs layer 2024-12-18T00:16:44.2807429Z 3d8b68499d55: Pulling fs layer 2024-12-18T00:16:44.2807713Z 24b26641a345: Pulling fs layer 2024-12-18T00:16:44.2807991Z 48f1e0cce02f: Waiting 2024-12-18T00:16:44.2808249Z 2be4504e03c6: Pulling fs layer 2024-12-18T00:16:44.2808530Z 69b586440d7d: Pulling fs layer 2024-12-18T00:16:44.2808809Z a64b1a78df74: Waiting 2024-12-18T00:16:44.2809069Z b4cdd8b3c15a: Pulling fs layer 2024-12-18T00:16:44.2809363Z f9eea4a7f948: Pulling fs layer 2024-12-18T00:16:44.2809644Z 1e0d32b6ee25: Waiting 2024-12-18T00:16:44.2809985Z c4f09b90c3ac: Waiting 2024-12-18T00:16:44.2810240Z 235c700adf92: Pulling fs layer 2024-12-18T00:16:44.2810518Z c02c526c5b86: Waiting 2024-12-18T00:16:44.2810760Z 05836df025e1: Waiting 2024-12-18T00:16:44.2811001Z 21e7e070160a: Waiting 2024-12-18T00:16:44.2811255Z f25bb28f6d1a: Pulling fs layer 2024-12-18T00:16:44.2811542Z dd76514efb72: Waiting 2024-12-18T00:16:44.2811783Z 02d6227b8c41: Waiting 2024-12-18T00:16:44.2812020Z d6f7260f8335: Waiting 2024-12-18T00:16:44.2812270Z 3d8b68499d55: Waiting 2024-12-18T00:16:44.2812554Z 3054a2589573: Waiting 2024-12-18T00:16:44.2812793Z b00b6e419f3d: Waiting 2024-12-18T00:16:44.2813037Z 24b26641a345: Waiting 2024-12-18T00:16:44.2813277Z 2be4504e03c6: Waiting 2024-12-18T00:16:44.2813537Z 078cfb70154b: Waiting 2024-12-18T00:16:44.2813797Z 56a631132d45: Waiting 2024-12-18T00:16:44.2814040Z f7f4d25db3c1: Waiting 2024-12-18T00:16:44.2814282Z 2e998832f4a6: Waiting 2024-12-18T00:16:44.2814545Z f25bb28f6d1a: Waiting 2024-12-18T00:16:44.2814807Z d2ae6783ce48: Waiting 2024-12-18T00:16:44.2815059Z 235c700adf92: Waiting 2024-12-18T00:16:44.2815378Z f9eea4a7f948: Waiting 2024-12-18T00:16:44.2815625Z 69b586440d7d: Waiting 2024-12-18T00:16:44.2815908Z 7ba918172f20: Waiting 2024-12-18T00:16:44.2816147Z b4cdd8b3c15a: Waiting 2024-12-18T00:16:44.2816396Z 748f39b0bf69: Waiting 2024-12-18T00:16:44.2816636Z 14b687336cef: Waiting 2024-12-18T00:16:44.5212664Z 224fe954d725: Verifying Checksum 2024-12-18T00:16:44.5213020Z 224fe954d725: Download complete 2024-12-18T00:16:44.6003071Z d527cbbb87e3: Verifying Checksum 2024-12-18T00:16:44.6003424Z d527cbbb87e3: Download complete 2024-12-18T00:16:44.6939063Z b57676e46aee: Verifying Checksum 2024-12-18T00:16:44.6939406Z b57676e46aee: Download complete 2024-12-18T00:16:44.8944364Z 7a2c55901189: Verifying Checksum 2024-12-18T00:16:44.8944761Z 7a2c55901189: Download complete 2024-12-18T00:16:44.9892787Z a41a8d1c11c8: Verifying Checksum 2024-12-18T00:16:44.9893266Z a41a8d1c11c8: Download complete 2024-12-18T00:16:45.0819765Z 0c1227890755: Download complete 2024-12-18T00:16:45.1752669Z d8d1234baab3: Verifying Checksum 2024-12-18T00:16:45.1753015Z d8d1234baab3: Download complete 2024-12-18T00:16:45.5884050Z 75722010b82e: Verifying Checksum 2024-12-18T00:16:45.5884473Z 75722010b82e: Download complete 2024-12-18T00:16:45.7269111Z ec1e7978c1fe: Download complete 2024-12-18T00:16:45.8314953Z 8a1fa5d724d9: Verifying Checksum 2024-12-18T00:16:45.8315526Z 8a1fa5d724d9: Download complete 2024-12-18T00:16:45.9624629Z 7a2c55901189: Pull complete 2024-12-18T00:16:46.2487997Z 224fe954d725: Pull complete 2024-12-18T00:16:46.9852558Z 75722010b82e: Pull complete 2024-12-18T00:16:47.0124873Z d527cbbb87e3: Pull complete 2024-12-18T00:16:47.0377959Z b57676e46aee: Pull complete 2024-12-18T00:16:50.6041320Z 0f9fc67acdf2: Verifying Checksum 2024-12-18T00:16:50.6041677Z 0f9fc67acdf2: Download complete 2024-12-18T00:16:50.7211955Z 6e89233fb490: Download complete 2024-12-18T00:16:50.8182742Z 3f97c6dcd567: Verifying Checksum 2024-12-18T00:16:50.8183067Z 3f97c6dcd567: Download complete 2024-12-18T00:16:50.9298765Z 156a00cc46ff: Verifying Checksum 2024-12-18T00:16:50.9299166Z 156a00cc46ff: Download complete 2024-12-18T00:16:52.7567455Z d18404c0207d: Verifying Checksum 2024-12-18T00:16:52.7567937Z d18404c0207d: Download complete 2024-12-18T00:16:52.8881367Z 2a0d11c464e9: Download complete 2024-12-18T00:16:52.9806861Z 02d6227b8c41: Download complete 2024-12-18T00:16:53.0820596Z 3de6ce0ef0c3: Download complete 2024-12-18T00:16:53.1686126Z 891ad597ad5d: Verifying Checksum 2024-12-18T00:16:53.1686599Z 891ad597ad5d: Download complete 2024-12-18T00:17:10.1726357Z a8c1e85b5e14: Verifying Checksum 2024-12-18T00:17:10.1726715Z a8c1e85b5e14: Download complete 2024-12-18T00:17:10.2785706Z 1b684b15a394: Download complete 2024-12-18T00:17:10.3661051Z 7ba918172f20: Download complete 2024-12-18T00:17:10.4574063Z 46ce30c24b2b: Verifying Checksum 2024-12-18T00:17:10.4574723Z 46ce30c24b2b: Download complete 2024-12-18T00:17:10.5930022Z ade5cbcd5440: Verifying Checksum 2024-12-18T00:17:10.5930487Z ade5cbcd5440: Download complete 2024-12-18T00:17:10.7330304Z ba9490908bfa: Download complete 2024-12-18T00:17:13.5962998Z 940539f0a48f: Verifying Checksum 2024-12-18T00:17:13.5963359Z 940539f0a48f: Download complete 2024-12-18T00:17:13.6679808Z 1e0d32b6ee25: Verifying Checksum 2024-12-18T00:17:13.6680226Z 1e0d32b6ee25: Download complete 2024-12-18T00:17:13.8429421Z c2a68533b234: Download complete 2024-12-18T00:17:13.9433086Z c4f09b90c3ac: Verifying Checksum 2024-12-18T00:17:13.9433583Z c4f09b90c3ac: Download complete 2024-12-18T00:17:14.0410833Z 05836df025e1: Verifying Checksum 2024-12-18T00:17:14.0411222Z 05836df025e1: Download complete 2024-12-18T00:17:14.1286472Z 61c7831994d4: Download complete 2024-12-18T00:17:22.0469134Z a8c1e85b5e14: Pull complete 2024-12-18T00:17:22.2828268Z a41a8d1c11c8: Pull complete 2024-12-18T00:17:22.5120499Z 0c1227890755: Pull complete 2024-12-18T00:17:22.7313733Z d8d1234baab3: Pull complete 2024-12-18T00:17:23.7624589Z 53e309aaf985: Verifying Checksum 2024-12-18T00:17:23.7625036Z 53e309aaf985: Download complete 2024-12-18T00:17:23.8728341Z 2e998832f4a6: Download complete 2024-12-18T00:17:24.0036401Z fb325583226d: Download complete 2024-12-18T00:17:24.9054855Z cc4b33adee05: Verifying Checksum 2024-12-18T00:17:24.9055292Z cc4b33adee05: Download complete 2024-12-18T00:17:24.9850573Z 6a67733279fe: Download complete 2024-12-18T00:17:25.1011989Z 1df4cbd73d01: Verifying Checksum 2024-12-18T00:17:25.1012686Z 1df4cbd73d01: Download complete 2024-12-18T00:17:25.5241781Z e00a226e937c: Verifying Checksum 2024-12-18T00:17:25.5242246Z e00a226e937c: Download complete 2024-12-18T00:17:25.6046954Z bd6f7ee5120e: Verifying Checksum 2024-12-18T00:17:25.6047334Z bd6f7ee5120e: Download complete 2024-12-18T00:17:25.6991075Z 0da70245f7b9: Verifying Checksum 2024-12-18T00:17:25.6991685Z 0da70245f7b9: Download complete 2024-12-18T00:17:25.8181793Z 8751a1f49246: Verifying Checksum 2024-12-18T00:17:25.8182323Z 8751a1f49246: Download complete 2024-12-18T00:17:25.8257448Z 4f4fb700ef54: Verifying Checksum 2024-12-18T00:17:25.8257840Z 4f4fb700ef54: Download complete 2024-12-18T00:17:25.9050747Z 7b0e97ab420f: Verifying Checksum 2024-12-18T00:17:25.9051182Z 7b0e97ab420f: Download complete 2024-12-18T00:17:26.0087468Z 745aa2cd7849: Download complete 2024-12-18T00:17:27.1803238Z 9fb6095f5afe: Verifying Checksum 2024-12-18T00:17:27.1803615Z 9fb6095f5afe: Download complete 2024-12-18T00:17:27.2814214Z d6f7260f8335: Verifying Checksum 2024-12-18T00:17:27.2814717Z d6f7260f8335: Download complete 2024-12-18T00:17:27.4187869Z 56a631132d45: Verifying Checksum 2024-12-18T00:17:27.4188184Z 56a631132d45: Download complete 2024-12-18T00:17:27.5316526Z 748f39b0bf69: Download complete 2024-12-18T00:17:36.1006942Z 7ed32bc8e469: Verifying Checksum 2024-12-18T00:17:36.1007315Z 7ed32bc8e469: Download complete 2024-12-18T00:17:36.1918430Z 14b687336cef: Verifying Checksum 2024-12-18T00:17:36.1918900Z 14b687336cef: Download complete 2024-12-18T00:17:36.2843882Z c02c526c5b86: Verifying Checksum 2024-12-18T00:17:36.2844387Z c02c526c5b86: Download complete 2024-12-18T00:17:36.4076739Z 15d7769f4445: Verifying Checksum 2024-12-18T00:17:36.4077173Z 15d7769f4445: Download complete 2024-12-18T00:17:36.5022413Z 21e7e070160a: Verifying Checksum 2024-12-18T00:17:36.5022823Z 21e7e070160a: Download complete 2024-12-18T00:17:36.6272302Z 4a83246aaa72: Verifying Checksum 2024-12-18T00:17:36.6272793Z 4a83246aaa72: Download complete 2024-12-18T00:17:40.2912617Z 48f1e0cce02f: Verifying Checksum 2024-12-18T00:17:40.2913128Z 48f1e0cce02f: Download complete 2024-12-18T00:17:40.3843634Z a64b1a78df74: Verifying Checksum 2024-12-18T00:17:40.3844149Z a64b1a78df74: Download complete 2024-12-18T00:17:40.4615693Z dd76514efb72: Verifying Checksum 2024-12-18T00:17:40.4616053Z dd76514efb72: Download complete 2024-12-18T00:17:40.5633072Z 3054a2589573: Download complete 2024-12-18T00:17:40.6361617Z c6a4b9703d82: Verifying Checksum 2024-12-18T00:17:40.6362110Z c6a4b9703d82: Download complete 2024-12-18T00:17:40.8734093Z d2ae6783ce48: Verifying Checksum 2024-12-18T00:17:40.8734457Z d2ae6783ce48: Download complete 2024-12-18T00:17:40.9536228Z b00b6e419f3d: Verifying Checksum 2024-12-18T00:17:40.9536733Z b00b6e419f3d: Download complete 2024-12-18T00:17:42.4080388Z 078cfb70154b: Verifying Checksum 2024-12-18T00:17:42.4080893Z 078cfb70154b: Download complete 2024-12-18T00:17:42.5219296Z 3d622b81cf85: Verifying Checksum 2024-12-18T00:17:42.5219781Z 3d622b81cf85: Download complete 2024-12-18T00:17:51.4832384Z 262837ed11e6: Verifying Checksum 2024-12-18T00:17:51.4832758Z 262837ed11e6: Download complete 2024-12-18T00:17:51.5837338Z 24b26641a345: Verifying Checksum 2024-12-18T00:17:51.5837732Z 24b26641a345: Download complete 2024-12-18T00:17:51.6628619Z 2be4504e03c6: Verifying Checksum 2024-12-18T00:17:51.6628986Z 2be4504e03c6: Download complete 2024-12-18T00:17:53.1189947Z 69b586440d7d: Verifying Checksum 2024-12-18T00:17:53.1190309Z 69b586440d7d: Download complete 2024-12-18T00:17:53.2266944Z b4cdd8b3c15a: Download complete 2024-12-18T00:17:53.3448542Z f9eea4a7f948: Download complete 2024-12-18T00:17:54.5228714Z 235c700adf92: Verifying Checksum 2024-12-18T00:17:54.5229093Z 235c700adf92: Download complete 2024-12-18T00:17:54.6127542Z f25bb28f6d1a: Verifying Checksum 2024-12-18T00:17:54.6128003Z f25bb28f6d1a: Download complete 2024-12-18T00:18:01.2272788Z 7ed32bc8e469: Pull complete 2024-12-18T00:18:01.4663685Z ec1e7978c1fe: Pull complete 2024-12-18T00:18:01.6870460Z 8a1fa5d724d9: Pull complete 2024-12-18T00:18:08.3877646Z 3d8b68499d55: Verifying Checksum 2024-12-18T00:18:08.3877999Z 3d8b68499d55: Download complete 2024-12-18T00:18:09.4102494Z 0f9fc67acdf2: Pull complete 2024-12-18T00:18:09.6390079Z 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308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:21:51.8739766Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2024-12-18T00:21:51.8740744Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2024-12-18T00:21:51.8751976Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:21:51.8752369Z env: 2024-12-18T00:21:51.8752589Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:21:51.8752862Z ##[endgroup] 2024-12-18T00:21:51.9045993Z ##[group]Run pytorch/test-infra/.github/actions/setup-nvidia@release/2.6 2024-12-18T00:21:51.9046457Z with: 2024-12-18T00:21:51.9046684Z driver-version: 550.54.15 2024-12-18T00:21:51.9046949Z env: 2024-12-18T00:21:51.9047161Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:21:51.9047492Z ##[endgroup] 2024-12-18T00:21:51.9247214Z ##[group]Run nick-fields/retry@3e91a01664abd3c5cd539100d10d33b9c5b68482 2024-12-18T00:21:51.9247636Z with: 2024-12-18T00:21:51.9247852Z timeout_minutes: 10 2024-12-18T00:21:51.9248105Z max_attempts: 3 2024-12-18T00:21:51.9275205Z 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 2024-12-18T00:21:51.9302392Z retry_wait_seconds: 10 2024-12-18T00:21:51.9302682Z polling_interval_seconds: 1 2024-12-18T00:21:51.9302977Z warning_on_retry: true 2024-12-18T00:21:51.9303250Z continue_on_error: false 2024-12-18T00:21:51.9303510Z env: 2024-12-18T00:21:51.9303732Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:21:51.9304010Z DRIVER_VERSION: 550.54.15 2024-12-18T00:21:51.9304281Z ##[endgroup] 2024-12-18T00:21:52.0425358Z == Installing nvidia driver NVIDIA-Linux-x86_64-550.54.15.run == 2024-12-18T00:21:52.0425850Z + pre_install_nvidia_driver_amzn2 2024-12-18T00:21:52.0428923Z + sudo yum remove -y nvidia-driver-latest-dkms 2024-12-18T00:21:53.6786497Z No match for argument: nvidia-driver-latest-dkms 2024-12-18T00:21:53.6786916Z No packages marked for removal. 2024-12-18T00:21:53.7143768Z Dependencies resolved. 2024-12-18T00:21:53.7153699Z Nothing to do. 2024-12-18T00:21:53.7153950Z Complete! 2024-12-18T00:21:53.8239325Z + install_nvidia_driver_common 2024-12-18T00:21:53.8242626Z + echo 'Before installing NVIDIA driver' 2024-12-18T00:21:53.8243656Z Before installing NVIDIA driver 2024-12-18T00:21:53.8246365Z + lspci 2024-12-18T00:21:53.8365649Z 00:00.0 Host bridge: Intel Corporation 440FX - 82441FX PMC [Natoma] 2024-12-18T00:21:53.8366221Z 00:01.0 ISA bridge: Intel Corporation 82371SB PIIX3 ISA [Natoma/Triton II] 2024-12-18T00:21:53.8366831Z 00:01.3 Non-VGA unclassified device: Intel Corporation 82371AB/EB/MB PIIX4 ACPI (rev 08) 2024-12-18T00:21:53.8367411Z 00:03.0 VGA compatible controller: Amazon.com, Inc. Device 1111 2024-12-18T00:21:53.8367934Z 00:04.0 Non-Volatile memory controller: Amazon.com, Inc. NVMe EBS Controller 2024-12-18T00:21:53.8368519Z 00:05.0 Ethernet controller: Amazon.com, Inc. Elastic Network Adapter (ENA) 2024-12-18T00:21:53.8369057Z 00:1e.0 3D controller: NVIDIA Corporation GA102GL [A10G] (rev a1) 2024-12-18T00:21:53.8369608Z 00:1f.0 Non-Volatile memory controller: Amazon.com, Inc. NVMe SSD Controller 2024-12-18T00:21:53.8370381Z + lsmod 2024-12-18T00:21:53.8413340Z Module Size Used by 2024-12-18T00:21:53.8413659Z xt_nat 16384 0 2024-12-18T00:21:53.8413950Z nvidia_modeset 1351680 0 2024-12-18T00:21:53.8414258Z video 65536 1 nvidia_modeset 2024-12-18T00:21:53.8414584Z wmi 36864 1 video 2024-12-18T00:21:53.8414877Z nvidia_uvm 4706304 0 2024-12-18T00:21:53.8415197Z nvidia 54071296 7 nvidia_uvm,nvidia_modeset 2024-12-18T00:21:53.8415552Z drm 602112 1 nvidia 2024-12-18T00:21:53.8415883Z drm_panel_orientation_quirks 32768 1 drm 2024-12-18T00:21:53.8416311Z backlight 24576 3 video,drm,nvidia_modeset 2024-12-18T00:21:53.8416689Z i2c_core 106496 2 nvidia,drm 2024-12-18T00:21:53.8417017Z veth 36864 0 2024-12-18T00:21:53.8417318Z xt_conntrack 16384 1 2024-12-18T00:21:53.8417604Z nft_chain_nat 16384 3 2024-12-18T00:21:53.8417890Z xt_MASQUERADE 20480 1 2024-12-18T00:21:53.8418226Z nf_nat 57344 3 xt_nat,nft_chain_nat,xt_MASQUERADE 2024-12-18T00:21:53.8418601Z nf_conntrack_netlink 57344 0 2024-12-18T00:21:53.8419060Z nf_conntrack 184320 5 xt_conntrack,nf_nat,xt_nat,nf_conntrack_netlink,xt_MASQUERADE 2024-12-18T00:21:53.8419568Z nf_defrag_ipv6 24576 1 nf_conntrack 2024-12-18T00:21:53.8419910Z nf_defrag_ipv4 16384 1 nf_conntrack 2024-12-18T00:21:53.8420239Z xfrm_user 57344 1 2024-12-18T00:21:53.8420529Z xfrm_algo 16384 1 xfrm_user 2024-12-18T00:21:53.8420836Z xt_addrtype 16384 2 2024-12-18T00:21:53.8421118Z nft_compat 20480 4 2024-12-18T00:21:53.8421448Z nf_tables 311296 57 nft_compat,nft_chain_nat 2024-12-18T00:21:53.8421903Z nfnetlink 20480 4 nft_compat,nf_conntrack_netlink,nf_tables 2024-12-18T00:21:53.8422523Z br_netfilter 36864 0 2024-12-18T00:21:53.8422825Z bridge 323584 1 br_netfilter 2024-12-18T00:21:53.8423147Z stp 16384 1 bridge 2024-12-18T00:21:53.8423456Z llc 16384 2 bridge,stp 2024-12-18T00:21:53.8423765Z overlay 167936 0 2024-12-18T00:21:53.8424037Z tls 114688 0 2024-12-18T00:21:53.8424326Z nls_ascii 16384 1 2024-12-18T00:21:53.8424592Z nls_cp437 20480 1 2024-12-18T00:21:53.8424861Z vfat 24576 1 2024-12-18T00:21:53.8425132Z fat 86016 1 vfat 2024-12-18T00:21:53.8425420Z sunrpc 692224 1 2024-12-18T00:21:53.8425686Z ena 167936 0 2024-12-18T00:21:53.8425942Z i8042 45056 0 2024-12-18T00:21:53.8426212Z serio 28672 3 i8042 2024-12-18T00:21:53.8426513Z ghash_clmulni_intel 16384 0 2024-12-18T00:21:53.8426798Z button 24576 0 2024-12-18T00:21:53.8427081Z sch_fq_codel 20480 17 2024-12-18T00:21:53.8427355Z dm_mod 188416 0 2024-12-18T00:21:53.8427627Z fuse 163840 1 2024-12-18T00:21:53.8427897Z configfs 57344 1 2024-12-18T00:21:53.8428167Z loop 36864 0 2024-12-18T00:21:53.8428439Z dax 45056 1 dm_mod 2024-12-18T00:21:53.8428902Z dmi_sysfs 20480 0 2024-12-18T00:21:53.8429426Z crc32_pclmul 16384 0 2024-12-18T00:21:53.8429820Z crc32c_intel 24576 0 2024-12-18T00:21:53.8430153Z efivarfs 24576 1 2024-12-18T00:21:53.8430661Z + modinfo nvidia 2024-12-18T00:21:53.8431225Z filename: /lib/modules/6.1.109-118.189.amzn2023.x86_64/kernel/drivers/video/nvidia.ko 2024-12-18T00:21:53.8444706Z alias: char-major-195-* 2024-12-18T00:21:53.8445176Z version: 550.54.15 2024-12-18T00:21:53.8445446Z supported: external 2024-12-18T00:21:53.8445715Z license: NVIDIA 2024-12-18T00:21:53.8446041Z firmware: nvidia/550.54.15/gsp_tu10x.bin 2024-12-18T00:21:53.8446426Z firmware: nvidia/550.54.15/gsp_ga10x.bin 2024-12-18T00:21:53.8447001Z srcversion: 833721318DA517F0C2FEC97 2024-12-18T00:21:53.8447414Z alias: pci:v000010DEd*sv*sd*bc06sc80i00* 2024-12-18T00:21:53.8447794Z alias: pci:v000010DEd*sv*sd*bc03sc02i00* 2024-12-18T00:21:53.8448166Z alias: pci:v000010DEd*sv*sd*bc03sc00i00* 2024-12-18T00:21:53.8448506Z depends: i2c-core,drm 2024-12-18T00:21:53.8448795Z retpoline: Y 2024-12-18T00:21:53.8449037Z name: nvidia 2024-12-18T00:21:53.8449434Z vermagic: 6.1.109-118.189.amzn2023.x86_64 SMP preempt mod_unload modversions 2024-12-18T00:21:53.8449960Z parm: NvSwitchRegDwords:NvSwitch regkey (charp) 2024-12-18T00:21:53.8450452Z parm: NvSwitchBlacklist:NvSwitchBlacklist=uuid[,uuid...] (charp) 2024-12-18T00:21:53.8450927Z parm: NVreg_ResmanDebugLevel:int 2024-12-18T00:21:53.8451277Z parm: NVreg_RmLogonRC:int 2024-12-18T00:21:53.8451621Z parm: NVreg_ModifyDeviceFiles:int 2024-12-18T00:21:53.8451978Z parm: NVreg_DeviceFileUID:int 2024-12-18T00:21:53.8452313Z parm: NVreg_DeviceFileGID:int 2024-12-18T00:21:53.8452654Z parm: NVreg_DeviceFileMode:int 2024-12-18T00:21:53.8453054Z parm: NVreg_InitializeSystemMemoryAllocations:int 2024-12-18T00:21:53.8453474Z parm: NVreg_UsePageAttributeTable:int 2024-12-18T00:21:53.8453834Z parm: NVreg_EnablePCIeGen3:int 2024-12-18T00:21:53.8454158Z parm: NVreg_EnableMSI:int 2024-12-18T00:21:53.8454479Z parm: NVreg_TCEBypassMode:int 2024-12-18T00:21:53.8454831Z parm: NVreg_EnableStreamMemOPs:int 2024-12-18T00:21:53.8455231Z parm: NVreg_RestrictProfilingToAdminUsers:int 2024-12-18T00:21:53.8455669Z parm: NVreg_PreserveVideoMemoryAllocations:int 2024-12-18T00:21:53.8456090Z parm: NVreg_EnableS0ixPowerManagement:int 2024-12-18T00:21:53.8456538Z parm: NVreg_S0ixPowerManagementVideoMemoryThreshold:int 2024-12-18T00:21:53.8457148Z parm: NVreg_DynamicPowerManagement:int 2024-12-18T00:21:53.8457613Z parm: NVreg_DynamicPowerManagementVideoMemoryThreshold:int 2024-12-18T00:21:53.8458078Z parm: NVreg_EnableGpuFirmware:int 2024-12-18T00:21:53.8458448Z parm: NVreg_EnableGpuFirmwareLogs:int 2024-12-18T00:21:53.8458853Z parm: NVreg_OpenRmEnableUnsupportedGpus:int 2024-12-18T00:21:53.8459268Z parm: NVreg_EnableUserNUMAManagement:int 2024-12-18T00:21:53.8459648Z parm: NVreg_MemoryPoolSize:int 2024-12-18T00:21:53.8460003Z parm: NVreg_KMallocHeapMaxSize:int 2024-12-18T00:21:53.8460368Z parm: NVreg_VMallocHeapMaxSize:int 2024-12-18T00:21:53.8460721Z parm: NVreg_IgnoreMMIOCheck:int 2024-12-18T00:21:53.8461066Z parm: NVreg_NvLinkDisable:int 2024-12-18T00:21:53.8461454Z parm: NVreg_EnablePCIERelaxedOrderingMode:int 2024-12-18T00:21:53.8461854Z parm: NVreg_RegisterPCIDriver:int 2024-12-18T00:21:53.8462227Z parm: NVreg_EnableResizableBar:int 2024-12-18T00:21:53.8462595Z parm: NVreg_EnableDbgBreakpoint:int 2024-12-18T00:21:53.8462976Z parm: NVreg_EnableNonblockingOpen:int 2024-12-18T00:21:53.8463346Z parm: NVreg_RegistryDwords:charp 2024-12-18T00:21:53.8463730Z parm: NVreg_RegistryDwordsPerDevice:charp 2024-12-18T00:21:53.8464100Z parm: NVreg_RmMsg:charp 2024-12-18T00:21:53.8464409Z parm: NVreg_GpuBlacklist:charp 2024-12-18T00:21:53.8464773Z parm: NVreg_TemporaryFilePath:charp 2024-12-18T00:21:53.8465151Z parm: NVreg_ExcludedGpus:charp 2024-12-18T00:21:53.8465762Z parm: NVreg_DmaRemapPeerMmio:int 2024-12-18T00:21:53.8466130Z parm: NVreg_RmNvlinkBandwidth:charp 2024-12-18T00:21:53.8466488Z parm: NVreg_ImexChannelCount:int 2024-12-18T00:21:53.8466837Z parm: rm_firmware_active:charp 2024-12-18T00:21:53.8467156Z + HAS_NVIDIA_DRIVER=0 2024-12-18T00:21:53.8467428Z ++ command -v nvidia-smi 2024-12-18T00:21:53.8467720Z + '[' -x /usr/bin/nvidia-smi ']' 2024-12-18T00:21:53.8468110Z + set +e 2024-12-18T00:21:53.8468465Z ++ nvidia-smi --query-gpu=driver_version --format=csv,noheader --id=0 2024-12-18T00:21:53.8730994Z + INSTALLED_DRIVER_VERSION=550.54.15 2024-12-18T00:21:53.8731336Z + NVIDIA_SMI_STATUS=0 2024-12-18T00:21:53.8731889Z + '[' 0 -ne 0 ']' 2024-12-18T00:21:53.8732157Z + '[' 550.54.15 '!=' 550.54.15 ']' 2024-12-18T00:21:53.8732463Z + HAS_NVIDIA_DRIVER=1 2024-12-18T00:21:53.8732935Z + echo 'NVIDIA driver (550.54.15) has already been installed. Skipping NVIDIA driver installation' 2024-12-18T00:21:53.8733460Z + set -e 2024-12-18T00:21:53.8733676Z + '[' 1 -eq 0 ']' 2024-12-18T00:21:53.8734107Z NVIDIA driver (550.54.15) has already been installed. Skipping NVIDIA driver installation 2024-12-18T00:21:53.8734630Z + post_install_nvidia_driver_common 2024-12-18T00:21:53.8738131Z + sudo modprobe nvidia 2024-12-18T00:21:54.0170574Z + echo 'After installing NVIDIA driver' 2024-12-18T00:21:54.0170963Z + lspci 2024-12-18T00:21:54.0171212Z After installing NVIDIA driver 2024-12-18T00:21:54.0287260Z 00:00.0 Host bridge: Intel Corporation 440FX - 82441FX PMC [Natoma] 2024-12-18T00:21:54.0287815Z 00:01.0 ISA bridge: Intel Corporation 82371SB PIIX3 ISA [Natoma/Triton II] 2024-12-18T00:21:54.0288425Z 00:01.3 Non-VGA unclassified device: Intel Corporation 82371AB/EB/MB PIIX4 ACPI (rev 08) 2024-12-18T00:21:54.0289014Z 00:03.0 VGA compatible controller: Amazon.com, Inc. Device 1111 2024-12-18T00:21:54.0289551Z 00:04.0 Non-Volatile memory controller: Amazon.com, Inc. NVMe EBS Controller 2024-12-18T00:21:54.0290151Z 00:05.0 Ethernet controller: Amazon.com, Inc. Elastic Network Adapter (ENA) 2024-12-18T00:21:54.0290698Z 00:1e.0 3D controller: NVIDIA Corporation GA102GL [A10G] (rev a1) 2024-12-18T00:21:54.0291236Z 00:1f.0 Non-Volatile memory controller: Amazon.com, Inc. NVMe SSD Controller 2024-12-18T00:21:54.0291681Z + lsmod 2024-12-18T00:21:54.0321139Z Module Size Used by 2024-12-18T00:21:54.0321793Z xt_nat 16384 0 2024-12-18T00:21:54.0322206Z nvidia_modeset 1351680 0 2024-12-18T00:21:54.0322544Z video 65536 1 nvidia_modeset 2024-12-18T00:21:54.0322880Z wmi 36864 1 video 2024-12-18T00:21:54.0323176Z nvidia_uvm 4706304 0 2024-12-18T00:21:54.0323509Z nvidia 54071296 7 nvidia_uvm,nvidia_modeset 2024-12-18T00:21:54.0323870Z drm 602112 1 nvidia 2024-12-18T00:21:54.0324208Z drm_panel_orientation_quirks 32768 1 drm 2024-12-18T00:21:54.0324607Z backlight 24576 3 video,drm,nvidia_modeset 2024-12-18T00:21:54.0325118Z i2c_core 106496 2 nvidia,drm 2024-12-18T00:21:54.0325435Z veth 36864 0 2024-12-18T00:21:54.0325721Z xt_conntrack 16384 1 2024-12-18T00:21:54.0326010Z nft_chain_nat 16384 3 2024-12-18T00:21:54.0326299Z xt_MASQUERADE 20480 1 2024-12-18T00:21:54.0326633Z nf_nat 57344 3 xt_nat,nft_chain_nat,xt_MASQUERADE 2024-12-18T00:21:54.0327017Z nf_conntrack_netlink 57344 0 2024-12-18T00:21:54.0327497Z nf_conntrack 184320 5 xt_conntrack,nf_nat,xt_nat,nf_conntrack_netlink,xt_MASQUERADE 2024-12-18T00:21:54.0328012Z nf_defrag_ipv6 24576 1 nf_conntrack 2024-12-18T00:21:54.0328362Z nf_defrag_ipv4 16384 1 nf_conntrack 2024-12-18T00:21:54.0328685Z xfrm_user 57344 1 2024-12-18T00:21:54.0328983Z xfrm_algo 16384 1 xfrm_user 2024-12-18T00:21:54.0329304Z xt_addrtype 16384 2 2024-12-18T00:21:54.0329589Z nft_compat 20480 4 2024-12-18T00:21:54.0329927Z nf_tables 311296 57 nft_compat,nft_chain_nat 2024-12-18T00:21:54.0330379Z nfnetlink 20480 4 nft_compat,nf_conntrack_netlink,nf_tables 2024-12-18T00:21:54.0330799Z br_netfilter 36864 0 2024-12-18T00:21:54.0331103Z bridge 323584 1 br_netfilter 2024-12-18T00:21:54.0331432Z stp 16384 1 bridge 2024-12-18T00:21:54.0331752Z llc 16384 2 bridge,stp 2024-12-18T00:21:54.0332240Z overlay 167936 0 2024-12-18T00:21:54.0332523Z tls 114688 0 2024-12-18T00:21:54.0332799Z nls_ascii 16384 1 2024-12-18T00:21:54.0333083Z nls_cp437 20480 1 2024-12-18T00:21:54.0333355Z vfat 24576 1 2024-12-18T00:21:54.0333625Z fat 86016 1 vfat 2024-12-18T00:21:54.0333917Z sunrpc 692224 1 2024-12-18T00:21:54.0334189Z ena 167936 0 2024-12-18T00:21:54.0334458Z i8042 45056 0 2024-12-18T00:21:54.0334732Z serio 28672 3 i8042 2024-12-18T00:21:54.0335027Z ghash_clmulni_intel 16384 0 2024-12-18T00:21:54.0335314Z button 24576 0 2024-12-18T00:21:54.0335592Z sch_fq_codel 20480 17 2024-12-18T00:21:54.0335874Z dm_mod 188416 0 2024-12-18T00:21:54.0336145Z fuse 163840 1 2024-12-18T00:21:54.0336419Z configfs 57344 1 2024-12-18T00:21:54.0336693Z loop 36864 0 2024-12-18T00:21:54.0336978Z dax 45056 1 dm_mod 2024-12-18T00:21:54.0337278Z dmi_sysfs 20480 0 2024-12-18T00:21:54.0337555Z crc32_pclmul 16384 0 2024-12-18T00:21:54.0337830Z crc32c_intel 24576 0 2024-12-18T00:21:54.0338107Z efivarfs 24576 1 2024-12-18T00:21:54.0338416Z + modinfo nvidia 2024-12-18T00:21:54.0338845Z filename: /lib/modules/6.1.109-118.189.amzn2023.x86_64/kernel/drivers/video/nvidia.ko 2024-12-18T00:21:54.0339352Z alias: char-major-195-* 2024-12-18T00:21:54.0339650Z version: 550.54.15 2024-12-18T00:21:54.0339917Z supported: external 2024-12-18T00:21:54.0340184Z license: NVIDIA 2024-12-18T00:21:54.0340474Z firmware: nvidia/550.54.15/gsp_tu10x.bin 2024-12-18T00:21:54.0340851Z firmware: nvidia/550.54.15/gsp_ga10x.bin 2024-12-18T00:21:54.0341204Z srcversion: 833721318DA517F0C2FEC97 2024-12-18T00:21:54.0341628Z alias: pci:v000010DEd*sv*sd*bc06sc80i00* 2024-12-18T00:21:54.0342020Z alias: pci:v000010DEd*sv*sd*bc03sc02i00* 2024-12-18T00:21:54.0342382Z alias: pci:v000010DEd*sv*sd*bc03sc00i00* 2024-12-18T00:21:54.0342723Z depends: i2c-core,drm 2024-12-18T00:21:54.0343005Z retpoline: Y 2024-12-18T00:21:54.0343245Z name: nvidia 2024-12-18T00:21:54.0343635Z vermagic: 6.1.109-118.189.amzn2023.x86_64 SMP preempt mod_unload modversions 2024-12-18T00:21:54.0344149Z parm: NvSwitchRegDwords:NvSwitch regkey (charp) 2024-12-18T00:21:54.0344644Z parm: NvSwitchBlacklist:NvSwitchBlacklist=uuid[,uuid...] (charp) 2024-12-18T00:21:54.0345112Z parm: NVreg_ResmanDebugLevel:int 2024-12-18T00:21:54.0345457Z parm: NVreg_RmLogonRC:int 2024-12-18T00:21:54.0345786Z parm: NVreg_ModifyDeviceFiles:int 2024-12-18T00:21:54.0346130Z parm: NVreg_DeviceFileUID:int 2024-12-18T00:21:54.0346461Z parm: NVreg_DeviceFileGID:int 2024-12-18T00:21:54.0346802Z parm: NVreg_DeviceFileMode:int 2024-12-18T00:21:54.0347257Z parm: NVreg_InitializeSystemMemoryAllocations:int 2024-12-18T00:21:54.0347681Z parm: NVreg_UsePageAttributeTable:int 2024-12-18T00:21:54.0348043Z parm: NVreg_EnablePCIeGen3:int 2024-12-18T00:21:54.0348375Z parm: NVreg_EnableMSI:int 2024-12-18T00:21:54.0348694Z parm: NVreg_TCEBypassMode:int 2024-12-18T00:21:54.0349047Z parm: NVreg_EnableStreamMemOPs:int 2024-12-18T00:21:54.0349447Z parm: NVreg_RestrictProfilingToAdminUsers:int 2024-12-18T00:21:54.0349876Z parm: NVreg_PreserveVideoMemoryAllocations:int 2024-12-18T00:21:54.0350298Z parm: NVreg_EnableS0ixPowerManagement:int 2024-12-18T00:21:54.0350754Z parm: NVreg_S0ixPowerManagementVideoMemoryThreshold:int 2024-12-18T00:21:54.0351206Z parm: NVreg_DynamicPowerManagement:int 2024-12-18T00:21:54.0351667Z parm: NVreg_DynamicPowerManagementVideoMemoryThreshold:int 2024-12-18T00:21:54.0352124Z parm: NVreg_EnableGpuFirmware:int 2024-12-18T00:21:54.0352584Z parm: NVreg_EnableGpuFirmwareLogs:int 2024-12-18T00:21:54.0352992Z parm: NVreg_OpenRmEnableUnsupportedGpus:int 2024-12-18T00:21:54.0353404Z parm: NVreg_EnableUserNUMAManagement:int 2024-12-18T00:21:54.0353781Z parm: NVreg_MemoryPoolSize:int 2024-12-18T00:21:54.0354140Z parm: NVreg_KMallocHeapMaxSize:int 2024-12-18T00:21:54.0354499Z parm: NVreg_VMallocHeapMaxSize:int 2024-12-18T00:21:54.0354858Z parm: NVreg_IgnoreMMIOCheck:int 2024-12-18T00:21:54.0355201Z parm: NVreg_NvLinkDisable:int 2024-12-18T00:21:54.0355580Z parm: NVreg_EnablePCIERelaxedOrderingMode:int 2024-12-18T00:21:54.0355976Z parm: NVreg_RegisterPCIDriver:int 2024-12-18T00:21:54.0356331Z parm: NVreg_EnableResizableBar:int 2024-12-18T00:21:54.0356699Z parm: NVreg_EnableDbgBreakpoint:int 2024-12-18T00:21:54.0357084Z parm: NVreg_EnableNonblockingOpen:int 2024-12-18T00:21:54.0357487Z parm: NVreg_RegistryDwords:charp 2024-12-18T00:21:54.0357887Z parm: NVreg_RegistryDwordsPerDevice:charp 2024-12-18T00:21:54.0358243Z parm: NVreg_RmMsg:charp 2024-12-18T00:21:54.0358556Z parm: NVreg_GpuBlacklist:charp 2024-12-18T00:21:54.0358913Z parm: NVreg_TemporaryFilePath:charp 2024-12-18T00:21:54.0359271Z parm: NVreg_ExcludedGpus:charp 2024-12-18T00:21:54.0359618Z parm: NVreg_DmaRemapPeerMmio:int 2024-12-18T00:21:54.0359976Z parm: NVreg_RmNvlinkBandwidth:charp 2024-12-18T00:21:54.0360338Z parm: NVreg_ImexChannelCount:int 2024-12-18T00:21:54.0360685Z parm: rm_firmware_active:charp 2024-12-18T00:21:54.0361009Z + set +e 2024-12-18T00:21:54.0361215Z + nvidia-smi 2024-12-18T00:21:54.0551566Z Wed Dec 18 00:21:54 2024 2024-12-18T00:21:54.0552369Z +-----------------------------------------------------------------------------------------+ 2024-12-18T00:21:54.0553815Z | NVIDIA-SMI 550.54.15 Driver Version: 550.54.15 CUDA Version: 12.4 | 2024-12-18T00:21:54.0554884Z |-----------------------------------------+------------------------+----------------------+ 2024-12-18T00:21:54.0555971Z | GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | 2024-12-18T00:21:54.0557134Z | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | 2024-12-18T00:21:54.0557642Z | | | MIG M. | 2024-12-18T00:21:54.0558003Z |=========================================+========================+======================| 2024-12-18T00:21:54.0767544Z | 0 NVIDIA A10G On | 00000000:00:1E.0 Off | 0 | 2024-12-18T00:21:54.0768157Z | 0% 21C P8 15W / 300W | 0MiB / 23028MiB | 0% Default | 2024-12-18T00:21:54.0768576Z | | | N/A | 2024-12-18T00:21:54.0769026Z +-----------------------------------------+------------------------+----------------------+ 2024-12-18T00:21:54.0772644Z 2024-12-18T00:21:54.0773193Z +-----------------------------------------------------------------------------------------+ 2024-12-18T00:21:54.0773935Z | Processes: | 2024-12-18T00:21:54.0774498Z | GPU GI CI PID Type Process name GPU Memory | 2024-12-18T00:21:54.0774966Z | ID ID Usage | 2024-12-18T00:21:54.0775343Z |=========================================================================================| 2024-12-18T00:21:54.0778459Z | No running processes found | 2024-12-18T00:21:54.0779183Z +-----------------------------------------------------------------------------------------+ 2024-12-18T00:21:54.3873813Z + nvidia-smi --query-gpu=gpu_name --format=csv,noheader --id=0 2024-12-18T00:21:54.4058560Z NVIDIA A10G 2024-12-18T00:21:54.4121511Z + NVIDIA_SMI_STATUS=0 2024-12-18T00:21:54.4121892Z + '[' 0 -eq 0 ']' 2024-12-18T00:21:54.4122254Z + echo 'INFO: Ignoring allowed status 0' 2024-12-18T00:21:54.4122698Z + set -e 2024-12-18T00:21:54.4122950Z INFO: Ignoring allowed status 0 2024-12-18T00:21:54.4130773Z == Installing nvidia container toolkit for amzn2023 == 2024-12-18T00:21:54.4135186Z + sudo yum install -y yum-utils 2024-12-18T00:21:54.9399285Z Last metadata expiration check: 2:12:35 ago on Tue Dec 17 22:09:19 2024. 2024-12-18T00:21:54.9627051Z Package dnf-utils-4.3.0-13.amzn2023.0.4.noarch is already installed. 2024-12-18T00:21:54.9961755Z Dependencies resolved. 2024-12-18T00:21:55.0103654Z Nothing to do. 2024-12-18T00:21:55.0103905Z Complete! 2024-12-18T00:21:55.0968601Z + [[ amzn2023 == \a\m\z\n\2\0\2\3 ]] 2024-12-18T00:21:55.0969224Z + YUM_REPO_URL=https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo 2024-12-18T00:21:55.0970190Z + sudo yum-config-manager --add-repo https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo 2024-12-18T00:21:55.3326150Z Adding repo from: https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo 2024-12-18T00:21:55.4222308Z + sudo yum install -y nvidia-docker2 nvidia-container-toolkit-1.16.2 2024-12-18T00:21:55.9410417Z nvidia-container-toolkit 10 kB/s | 833 B 00:00 2024-12-18T00:21:55.9639685Z Package nvidia-docker2-2.14.0-1.noarch is already installed. 2024-12-18T00:21:55.9645174Z Package nvidia-container-toolkit-1.16.2-1.x86_64 is already installed. 2024-12-18T00:21:55.9974205Z Dependencies resolved. 2024-12-18T00:21:56.0113732Z Nothing to do. 2024-12-18T00:21:56.0113971Z Complete! 2024-12-18T00:21:56.0984111Z + sudo systemctl restart docker 2024-12-18T00:22:38.0645021Z nvidia-persistenced failed to initialize. Check syslog for more details. 2024-12-18T00:22:38.0881786Z Wed Dec 18 00:22:38 2024 2024-12-18T00:22:38.0884240Z +-----------------------------------------------------------------------------------------+ 2024-12-18T00:22:38.0885056Z | NVIDIA-SMI 550.54.15 Driver Version: 550.54.15 CUDA Version: 12.4 | 2024-12-18T00:22:38.0885602Z |-----------------------------------------+------------------------+----------------------+ 2024-12-18T00:22:38.0886154Z | GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | 2024-12-18T00:22:38.0886795Z | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | 2024-12-18T00:22:38.0887267Z | | | MIG M. | 2024-12-18T00:22:38.0887630Z |=========================================+========================+======================| 2024-12-18T00:22:38.1091916Z | 0 NVIDIA A10G On | 00000000:00:1E.0 Off | 0 | 2024-12-18T00:22:38.1092457Z | 0% 21C P8 15W / 300W | 0MiB / 23028MiB | 0% Default | 2024-12-18T00:22:38.1092875Z | | | N/A | 2024-12-18T00:22:38.1093313Z +-----------------------------------------+------------------------+----------------------+ 2024-12-18T00:22:38.1096909Z 2024-12-18T00:22:38.1097472Z +-----------------------------------------------------------------------------------------+ 2024-12-18T00:22:38.1097951Z | Processes: | 2024-12-18T00:22:38.1098521Z | GPU GI CI PID Type Process name GPU Memory | 2024-12-18T00:22:38.1099091Z | ID ID Usage | 2024-12-18T00:22:38.1100038Z |=========================================================================================| 2024-12-18T00:22:38.1102207Z | No running processes found | 2024-12-18T00:22:38.1102868Z +-----------------------------------------------------------------------------------------+ 2024-12-18T00:22:39.0654273Z Command completed after 1 attempt(s). 2024-12-18T00:22:39.0754104Z ##[group]Run python3 -m pip install psutil==5.9.1 nvidia-ml-py==11.525.84 2024-12-18T00:22:39.0754716Z python3 -m pip install psutil==5.9.1 nvidia-ml-py==11.525.84 2024-12-18T00:22:39.0755247Z python3 -m tools.stats.monitor > usage_log.txt 2>&1 & 2024-12-18T00:22:39.0755741Z echo "monitor-script-pid=${!}" >> "${GITHUB_OUTPUT}" 2024-12-18T00:22:39.0767710Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:22:39.0768112Z env: 2024-12-18T00:22:39.0768329Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:22:39.0768671Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:22:39.0769032Z ##[endgroup] 2024-12-18T00:22:39.3218386Z Defaulting to user installation because normal site-packages is not writeable 2024-12-18T00:22:39.3389301Z Requirement already satisfied: psutil==5.9.1 in /home/ec2-user/.local/lib/python3.9/site-packages (5.9.1) 2024-12-18T00:22:39.3394770Z Requirement already satisfied: nvidia-ml-py==11.525.84 in /home/ec2-user/.local/lib/python3.9/site-packages (11.525.84) 2024-12-18T00:22:39.4732640Z Prepare all required actions 2024-12-18T00:22:39.4734337Z Getting action download info 2024-12-18T00:22:39.6272928Z Download action repository 'seemethere/download-artifact-s3@v4' (SHA:1da556a7aa0a088e3153970611f6c432d58e80e6) 2024-12-18T00:22:39.9203032Z Download action repository 'actions/download-artifact@v4' (SHA:fa0a91b85d4f404e444e00e005971372dc801d16) 2024-12-18T00:22:40.1585248Z ##[group]Run ./.github/actions/download-build-artifacts 2024-12-18T00:22:40.1586034Z with: 2024-12-18T00:22:40.1586361Z name: linux-focal-cuda12.1-py3.10-gcc9-sm86 2024-12-18T00:22:40.1586799Z s3-bucket: gha-artifacts 2024-12-18T00:22:40.1587133Z env: 2024-12-18T00:22:40.1587401Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:22:40.1587835Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:22:40.1588309Z ##[endgroup] 2024-12-18T00:22:40.1682544Z ##[group]Run seemethere/download-artifact-s3@v4 2024-12-18T00:22:40.1683043Z with: 2024-12-18T00:22:40.1683418Z name: linux-focal-cuda12.1-py3.10-gcc9-sm86 2024-12-18T00:22:40.1683864Z s3-bucket: gha-artifacts 2024-12-18T00:22:40.1684209Z region: us-east-1 2024-12-18T00:22:40.1684507Z env: 2024-12-18T00:22:40.1684782Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:22:40.1685324Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:22:40.1685794Z ##[endgroup] 2024-12-18T00:22:40.6439593Z (node:384294) NOTE: We are formalizing our plans to enter AWS SDK for JavaScript (v2) into maintenance mode in 2023. 2024-12-18T00:22:40.6440135Z 2024-12-18T00:22:40.6440332Z Please migrate your code to use AWS SDK for JavaScript (v3). 2024-12-18T00:22:40.6440892Z For more information, check the migration guide at https://a.co/7PzMCcy 2024-12-18T00:22:40.6441468Z (Use `node --trace-warnings ...` to show where the warning was created) 2024-12-18T00:22:40.7482125Z Found 1 objects with prefix pytorch/pytorch/12383255606/linux-focal-cuda12.1-py3.10-gcc9-sm86/ 2024-12-18T00:22:40.7482928Z Starting download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/artifacts.zip 2024-12-18T00:23:01.0490249Z Finished download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/artifacts.zip 2024-12-18T00:23:01.0496622Z Artifact download has finished successfully 2024-12-18T00:23:01.0860217Z ##[group]Run unzip -o artifacts.zip 2024-12-18T00:23:01.0860577Z unzip -o artifacts.zip 2024-12-18T00:23:01.0871365Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:23:01.0871769Z env: 2024-12-18T00:23:01.0871997Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:23:01.0872349Z 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2024-12-18T00:23:12.2878030Z creating: .additional_ci_files/ 2024-12-18T00:23:12.2968703Z inflating: .additional_ci_files/test-times.json 2024-12-18T00:23:12.3328050Z inflating: .additional_ci_files/test-class-times.json 2024-12-18T00:23:12.3367318Z ##[group]Run rm artifacts.zip 2024-12-18T00:23:12.3367634Z rm artifacts.zip 2024-12-18T00:23:12.3377052Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:23:12.3377440Z env: 2024-12-18T00:23:12.3377681Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:23:12.3378056Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:23:12.3378451Z ##[endgroup] 2024-12-18T00:23:12.4544080Z ##[group]Run df -H 2024-12-18T00:23:12.4544333Z df -H 2024-12-18T00:23:12.4552853Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:23:12.4553244Z env: 2024-12-18T00:23:12.4553470Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:23:12.4553811Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:23:12.4554171Z ##[endgroup] 2024-12-18T00:23:12.4604483Z Filesystem Size Used Avail Use% Mounted on 2024-12-18T00:23:12.4605025Z devtmpfs 4.2M 0 4.2M 0% /dev 2024-12-18T00:23:12.4605381Z tmpfs 34G 0 34G 0% /dev/shm 2024-12-18T00:23:12.4605720Z tmpfs 14G 553k 14G 1% /run 2024-12-18T00:23:12.4606052Z /dev/nvme0n1p1 161G 66G 96G 41% / 2024-12-18T00:23:12.4606386Z tmpfs 34G 37k 34G 1% /tmp 2024-12-18T00:23:12.4606965Z /dev/nvme0n1p128 11M 1.4M 9.2M 13% /boot/efi 2024-12-18T00:23:12.4607335Z tmpfs 6.7G 0 6.7G 0% /run/user/0 2024-12-18T00:23:12.4640924Z Prepare all required actions 2024-12-18T00:23:12.4641317Z Getting action download info 2024-12-18T00:23:12.6269029Z ##[group]Run ./.github/actions/download-td-artifacts 2024-12-18T00:23:12.6269392Z with: 2024-12-18T00:23:12.6269594Z env: 2024-12-18T00:23:12.6269810Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:23:12.6270148Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:23:12.6270515Z ##[endgroup] 2024-12-18T00:23:12.6302634Z ##[group]Run seemethere/download-artifact-s3@v4 2024-12-18T00:23:12.6302981Z with: 2024-12-18T00:23:12.6303192Z name: td_results 2024-12-18T00:23:12.6303441Z s3-bucket: gha-artifacts 2024-12-18T00:23:12.6303708Z region: us-east-1 2024-12-18T00:23:12.6303941Z env: 2024-12-18T00:23:12.6304153Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:23:12.6304495Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:23:12.6304881Z ##[endgroup] 2024-12-18T00:23:13.0906473Z (node:384317) NOTE: We are formalizing our plans to enter AWS SDK for JavaScript (v2) into maintenance mode in 2023. 2024-12-18T00:23:13.0906984Z 2024-12-18T00:23:13.0907190Z Please migrate your code to use AWS SDK for JavaScript (v3). 2024-12-18T00:23:13.0907741Z For more information, check the migration guide at https://a.co/7PzMCcy 2024-12-18T00:23:13.0908319Z (Use `node --trace-warnings ...` to show where the warning was created) 2024-12-18T00:23:13.1926365Z Found 1 objects with prefix pytorch/pytorch/12383255606/td_results/ 2024-12-18T00:23:13.1927635Z Starting download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/td_results.json 2024-12-18T00:23:13.2560801Z Finished download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/td_results.json 2024-12-18T00:23:13.2565924Z Artifact download has finished successfully 2024-12-18T00:23:13.2907064Z ##[group]Run mkdir -p .additional_ci_files 2024-12-18T00:23:13.2907460Z mkdir -p .additional_ci_files 2024-12-18T00:23:13.2907920Z mv td_results.json .additional_ci_files/td_results.json || true 2024-12-18T00:23:13.2917633Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:23:13.2918022Z env: 2024-12-18T00:23:13.2918263Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:23:13.2918607Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:23:13.2918989Z ##[endgroup] 2024-12-18T00:23:13.3014697Z ##[group]Run .github/scripts/parse_ref.py 2024-12-18T00:23:13.3016603Z .github/scripts/parse_ref.py 2024-12-18T00:23:13.3024583Z shell: /usr/bin/bash -e {0} 2024-12-18T00:23:13.3024858Z env: 2024-12-18T00:23:13.3025072Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:23:13.3025409Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:23:13.3025768Z ##[endgroup] 2024-12-18T00:23:13.3298787Z Prepare all required actions 2024-12-18T00:23:13.3333940Z ##[group]Run ./.github/actions/get-workflow-job-id 2024-12-18T00:23:13.3334306Z with: 2024-12-18T00:23:13.3334683Z github-token: *** 2024-12-18T00:23:13.3334925Z env: 2024-12-18T00:23:13.3335145Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:23:13.3335483Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:23:13.3335848Z ##[endgroup] 2024-12-18T00:23:13.3355704Z ##[group]Run set -eux 2024-12-18T00:23:13.3355971Z set -eux 2024-12-18T00:23:13.3356432Z python3 .github/scripts/get_workflow_job_id.py "${GITHUB_RUN_ID}" "${RUNNER_NAME}" 2024-12-18T00:23:13.3365463Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:23:13.3365859Z env: 2024-12-18T00:23:13.3366075Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:23:13.3366414Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:23:13.3366933Z GITHUB_TOKEN: *** 2024-12-18T00:23:13.3367172Z ##[endgroup] 2024-12-18T00:23:13.3394855Z + python3 .github/scripts/get_workflow_job_id.py 12383255606 i-004b9eadbd6a8bbee 2024-12-18T00:23:13.8891328Z setting job-id=34566976260 2024-12-18T00:23:13.8891897Z setting job-name=linux-focal-cuda12.1-py3.10-gcc9-sm86 / test (slow, 3, 3, linux.g5.4xlarge.nvidia.gpu) 2024-12-18T00:23:13.9073665Z Prepare all required actions 2024-12-18T00:23:13.9074049Z Getting action download info 2024-12-18T00:23:14.0412283Z ##[group]Run ./.github/actions/filter-test-configs 2024-12-18T00:23:14.0412646Z with: 2024-12-18T00:23:14.0413045Z github-token: *** 2024-12-18T00:23:14.0414078Z test-matrix: {"include": [{"config": "slow", "shard": 1, "num_shards": 3, "runner": "linux.g5.4xlarge.nvidia.gpu"}, {"config": "slow", "shard": 2, "num_shards": 3, "runner": "linux.g5.4xlarge.nvidia.gpu"}, {"config": "slow", "shard": 3, "num_shards": 3, "runner": "linux.g5.4xlarge.nvidia.gpu"}]} 2024-12-18T00:23:14.0415398Z job-name: linux-focal-cuda12.1-py3.10-gcc9-sm86 / test (slow, 3, 3, linux.g5.4xlarge.nvidia.gpu) 2024-12-18T00:23:14.0415948Z env: 2024-12-18T00:23:14.0416176Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:23:14.0416534Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:23:14.0416925Z ##[endgroup] 2024-12-18T00:23:14.0455826Z ##[group]Run nick-fields/retry@v3.0.0 2024-12-18T00:23:14.0456173Z with: 2024-12-18T00:23:14.0456378Z shell: bash 2024-12-18T00:23:14.0456644Z timeout_minutes: 10 2024-12-18T00:23:14.0456894Z max_attempts: 5 2024-12-18T00:23:14.0457131Z retry_wait_seconds: 30 2024-12-18T00:23:14.0457946Z 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 2024-12-18T00:23:14.0458792Z polling_interval_seconds: 1 2024-12-18T00:23:14.0459080Z warning_on_retry: true 2024-12-18T00:23:14.0459354Z continue_on_error: false 2024-12-18T00:23:14.0459619Z env: 2024-12-18T00:23:14.0459841Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:23:14.0460181Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:23:14.0460711Z GITHUB_TOKEN: *** 2024-12-18T00:23:14.0460960Z ##[endgroup] 2024-12-18T00:23:14.1460262Z + python3 -m pip install requests==2.27.1 pyyaml==6.0.1 2024-12-18T00:23:14.3856437Z Defaulting to user installation because normal site-packages is not writeable 2024-12-18T00:23:14.4035734Z Requirement already satisfied: requests==2.27.1 in /home/ec2-user/.local/lib/python3.9/site-packages (2.27.1) 2024-12-18T00:23:14.4039452Z Requirement already satisfied: pyyaml==6.0.1 in /home/ec2-user/.local/lib/python3.9/site-packages (6.0.1) 2024-12-18T00:23:14.4153493Z 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) 2024-12-18T00:23:14.4161622Z Requirement already satisfied: idna<4,>=2.5 in /usr/lib/python3.9/site-packages (from requests==2.27.1) (2.10) 2024-12-18T00:23:14.4165450Z Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/lib/python3.9/site-packages (from requests==2.27.1) (1.25.10) 2024-12-18T00:23:14.4176239Z 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) 2024-12-18T00:23:15.1237001Z Command completed after 1 attempt(s). 2024-12-18T00:23:15.1310092Z ##[group]Run set -x 2024-12-18T00:23:15.1310389Z set -x 2024-12-18T00:23:15.1310624Z  2024-12-18T00:23:15.1311022Z # Use relative path here as this could be checked out anywhere, not necessarily 2024-12-18T00:23:15.1311524Z # in runner workspace 2024-12-18T00:23:15.1311928Z python3 "${GITHUB_ACTION_PATH}/../../scripts/parse_ref.py" 2024-12-18T00:23:15.1321224Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:23:15.1321617Z env: 2024-12-18T00:23:15.1321842Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:23:15.1322180Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:23:15.1322552Z ##[endgroup] 2024-12-18T00:23:15.1356397Z + python3 /home/ec2-user/actions-runner/_work/pytorch/pytorch/./.github/actions/filter-test-configs/../../scripts/parse_ref.py 2024-12-18T00:23:15.1599099Z ##[group]Run echo "Workflow: ${GITHUB_WORKFLOW}" 2024-12-18T00:23:15.1599726Z echo "Workflow: ${GITHUB_WORKFLOW}" 2024-12-18T00:23:15.1600083Z echo "Job name: ${JOB_NAME}" 2024-12-18T00:23:15.1600390Z  2024-12-18T00:23:15.1600775Z # Use relative path here as this could be checked out anywhere, not necessarily 2024-12-18T00:23:15.1601267Z # in runner workspace 2024-12-18T00:23:15.1601713Z python3 "${GITHUB_ACTION_PATH}/../../scripts/filter_test_configs.py" \ 2024-12-18T00:23:15.1602213Z  --workflow "${GITHUB_WORKFLOW}" \ 2024-12-18T00:23:15.1602567Z  --job-name "${JOB_NAME}" \ 2024-12-18T00:23:15.1603688Z  --test-matrix "{"include": [{"config": "slow", "shard": 1, "num_shards": 3, "runner": "linux.g5.4xlarge.nvidia.gpu"}, {"config": "slow", "shard": 2, "num_shards": 3, "runner": "linux.g5.4xlarge.nvidia.gpu"}, {"config": "slow", "shard": 3, "num_shards": 3, "runner": "linux.g5.4xlarge.nvidia.gpu"}]}" \ 2024-12-18T00:23:15.1604942Z  --selected-test-configs "" \ 2024-12-18T00:23:15.1605296Z  --pr-number "${PR_NUMBER}" \ 2024-12-18T00:23:15.1605621Z  --tag "${TAG}" \ 2024-12-18T00:23:15.1605922Z  --event-name "${EVENT_NAME}" \ 2024-12-18T00:23:15.1606257Z  --schedule "${SCHEDULE}" \ 2024-12-18T00:23:15.1606579Z  --branch "${HEAD_BRANCH}" 2024-12-18T00:23:15.1615396Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:23:15.1615775Z env: 2024-12-18T00:23:15.1615997Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:23:15.1616343Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:23:15.1616902Z GITHUB_TOKEN: *** 2024-12-18T00:23:15.1617387Z JOB_NAME: linux-focal-cuda12.1-py3.10-gcc9-sm86 / test (slow, 3, 3, linux.g5.4xlarge.nvidia.gpu) 2024-12-18T00:23:15.1617932Z PR_NUMBER: 2024-12-18T00:23:15.1618154Z TAG: 2024-12-18T00:23:15.1618371Z EVENT_NAME: push 2024-12-18T00:23:15.1618620Z SCHEDULE: 2024-12-18T00:23:15.1618847Z HEAD_BRANCH: 2024-12-18T00:23:15.1619076Z ##[endgroup] 2024-12-18T00:23:15.1646251Z Workflow: slow 2024-12-18T00:23:15.1646792Z Job name: linux-focal-cuda12.1-py3.10-gcc9-sm86 / test (slow, 3, 3, linux.g5.4xlarge.nvidia.gpu) 2024-12-18T00:23:15.4660636Z ##[group]Run echo "Filtered matrix:" 2024-12-18T00:23:15.4660981Z echo "Filtered matrix:" 2024-12-18T00:23:15.4662063Z echo "{"include": [{"config": "slow", "shard": 1, "num_shards": 3, "runner": "linux.g5.4xlarge.nvidia.gpu"}, {"config": "slow", "shard": 2, "num_shards": 3, "runner": "linux.g5.4xlarge.nvidia.gpu"}, {"config": "slow", "shard": 3, "num_shards": 3, "runner": "linux.g5.4xlarge.nvidia.gpu"}]}" 2024-12-18T00:23:15.4663142Z  2024-12-18T00:23:15.4663357Z echo 2024-12-18T00:23:15.4663644Z echo "Is the current job unstable? False" 2024-12-18T00:23:15.4663997Z  2024-12-18T00:23:15.4664203Z echo 2024-12-18T00:23:15.4664486Z echo "Is keep-going label set? False" 2024-12-18T00:23:15.4664822Z  2024-12-18T00:23:15.4665028Z echo 2024-12-18T00:23:15.4665277Z echo "Renabled issues? " 2024-12-18T00:23:15.4674103Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:23:15.4674493Z env: 2024-12-18T00:23:15.4674715Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:23:15.4675058Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:23:15.4675424Z ##[endgroup] 2024-12-18T00:23:15.4704450Z Filtered matrix: 2024-12-18T00:23:15.4705656Z {include: [{config: slow, shard: 1, num_shards: 3, runner: linux.g5.4xlarge.nvidia.gpu}, {config: slow, shard: 2, num_shards: 3, runner: linux.g5.4xlarge.nvidia.gpu}, {config: slow, shard: 3, num_shards: 3, runner: linux.g5.4xlarge.nvidia.gpu}]} 2024-12-18T00:23:15.4706677Z 2024-12-18T00:23:15.4706839Z Is the current job unstable? False 2024-12-18T00:23:15.4707061Z 2024-12-18T00:23:15.4707182Z Is keep-going label set? False 2024-12-18T00:23:15.4707617Z 2024-12-18T00:23:15.4707723Z Renabled issues? 2024-12-18T00:23:15.4748726Z ##[group]Run echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}" 2024-12-18T00:23:15.4749252Z echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}" 2024-12-18T00:23:15.4757415Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T00:23:15.4757803Z env: 2024-12-18T00:23:15.4758026Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:23:15.4758381Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:23:15.4758751Z JOB_TIMEOUT: 240 2024-12-18T00:23:15.4758993Z ##[endgroup] 2024-12-18T00:23:15.4832545Z ##[group]Run set -x 2024-12-18T00:23:15.4832863Z set -x 2024-12-18T00:23:15.4833095Z  2024-12-18T00:23:15.4833358Z if [[ $TEST_CONFIG == 'multigpu' ]]; then 2024-12-18T00:23:15.4833767Z  TEST_COMMAND=.ci/pytorch/multigpu-test.sh 2024-12-18T00:23:15.4834172Z elif [[ $BUILD_ENVIRONMENT == *onnx* ]]; then 2024-12-18T00:23:15.4834561Z  TEST_COMMAND=.ci/onnx/test.sh 2024-12-18T00:23:15.4834877Z else 2024-12-18T00:23:15.4835139Z  TEST_COMMAND=.ci/pytorch/test.sh 2024-12-18T00:23:15.4835457Z fi 2024-12-18T00:23:15.4835666Z  2024-12-18T00:23:15.4836020Z # detached container should get cleaned up by teardown_ec2_linux 2024-12-18T00:23:15.4836576Z # TODO: Stop building test binaries as part of the build phase 2024-12-18T00:23:15.4837060Z # Used for GPU_FLAG since that doesn't play nice 2024-12-18T00:23:15.4837484Z # shellcheck disable=SC2086,SC2090 2024-12-18T00:23:15.4837833Z container_name=$(docker run \ 2024-12-18T00:23:15.4838153Z  ${GPU_FLAG:-} \ 2024-12-18T00:23:15.4838466Z  ${SCCACHE_SERVER_PORT_DOCKER_FLAG:-} \ 2024-12-18T00:23:15.4838823Z  -e BUILD_ENVIRONMENT \ 2024-12-18T00:23:15.4839127Z  -e PR_NUMBER \ 2024-12-18T00:23:15.4839407Z  -e GITHUB_ACTIONS \ 2024-12-18T00:23:15.4839716Z  -e GITHUB_REPOSITORY \ 2024-12-18T00:23:15.4840029Z  -e GITHUB_WORKFLOW \ 2024-12-18T00:23:15.4840329Z  -e GITHUB_JOB \ 2024-12-18T00:23:15.4840607Z  -e GITHUB_RUN_ID \ 2024-12-18T00:23:15.4840948Z  -e GITHUB_RUN_NUMBER \ 2024-12-18T00:23:15.4841257Z  -e GITHUB_RUN_ATTEMPT \ 2024-12-18T00:23:15.4841562Z  -e JOB_ID \ 2024-12-18T00:23:15.4841828Z  -e JOB_NAME \ 2024-12-18T00:23:15.4842091Z  -e BASE_SHA \ 2024-12-18T00:23:15.4842357Z  -e BRANCH \ 2024-12-18T00:23:15.4842620Z  -e SHA1 \ 2024-12-18T00:23:15.4842884Z  -e AWS_DEFAULT_REGION \ 2024-12-18T00:23:15.4843191Z  -e IN_WHEEL_TEST \ 2024-12-18T00:23:15.4843469Z  -e SHARD_NUMBER \ 2024-12-18T00:23:15.4843756Z  -e TEST_CONFIG \ 2024-12-18T00:23:15.4844042Z  -e NUM_TEST_SHARDS \ 2024-12-18T00:23:15.4844341Z  -e REENABLED_ISSUES \ 2024-12-18T00:23:15.4844662Z  -e CONTINUE_THROUGH_ERROR \ 2024-12-18T00:23:15.4845096Z  -e VERBOSE_TEST_LOGS \ 2024-12-18T00:23:15.4845396Z  -e TEST_SHOWLOCALS \ 2024-12-18T00:23:15.4845694Z  -e NO_TEST_TIMEOUT \ 2024-12-18T00:23:15.4845986Z  -e NO_TD \ 2024-12-18T00:23:15.4846248Z  -e TD_DISTRIBUTED \ 2024-12-18T00:23:15.4846537Z  -e PR_LABELS \ 2024-12-18T00:23:15.4846835Z  -e MAX_JOBS="$(nproc --ignore=2)" \ 2024-12-18T00:23:15.4847179Z  -e SCCACHE_BUCKET \ 2024-12-18T00:23:15.4847474Z  -e SCCACHE_REGION \ 2024-12-18T00:23:15.4847771Z  -e SCCACHE_S3_KEY_PREFIX \ 2024-12-18T00:23:15.4848082Z  -e XLA_CUDA \ 2024-12-18T00:23:15.4848375Z  -e XLA_CLANG_CACHE_S3_BUCKET_NAME \ 2024-12-18T00:23:15.4848750Z  -e PYTORCH_TEST_CUDA_MEM_LEAK_CHECK \ 2024-12-18T00:23:15.4849131Z  -e PYTORCH_TEST_RERUN_DISABLED_TESTS \ 2024-12-18T00:23:15.4849691Z  -e SKIP_SCCACHE_INITIALIZATION=1 \ 2024-12-18T00:23:15.4850053Z  -e HUGGING_FACE_HUB_TOKEN \ 2024-12-18T00:23:15.4850390Z  -e SCRIBE_GRAPHQL_ACCESS_TOKEN \ 2024-12-18T00:23:15.4850726Z  -e DASHBOARD_TAG \ 2024-12-18T00:23:15.4851016Z  -e IS_A100_RUNNER \ 2024-12-18T00:23:15.4851315Z  -e ARTIFACTS_FILE_SUFFIX \ 2024-12-18T00:23:15.4851690Z  --env-file="/tmp/github_env_${GITHUB_RUN_ID}" \ 2024-12-18T00:23:15.4852099Z  --security-opt seccomp=unconfined \ 2024-12-18T00:23:15.4852561Z  --cap-add=SYS_PTRACE \ 2024-12-18T00:23:15.4852871Z  --ipc=host \ 2024-12-18T00:23:15.4853149Z  --shm-size="${SHM_SIZE}" \ 2024-12-18T00:23:15.4853452Z  --tty \ 2024-12-18T00:23:15.4853697Z  --detach \ 2024-12-18T00:23:15.4853968Z  --name="${container_name}" \ 2024-12-18T00:23:15.4854290Z  --user jenkins \ 2024-12-18T00:23:15.4854653Z  -v "${GITHUB_WORKSPACE}:/var/lib/jenkins/workspace" \ 2024-12-18T00:23:15.4855065Z  -w /var/lib/jenkins/workspace \ 2024-12-18T00:23:15.4855397Z  "${DOCKER_IMAGE}" 2024-12-18T00:23:15.4855660Z ) 2024-12-18T00:23:15.4855961Z # Propagate download.pytorch.org IP to container 2024-12-18T00:23:15.4856657Z grep download.pytorch.org /etc/hosts | docker exec -i "${container_name}" sudo bash -c "/bin/cat >> /etc/hosts" 2024-12-18T00:23:15.4857399Z echo "DOCKER_CONTAINER_ID=${container_name}" >> "${GITHUB_ENV}" 2024-12-18T00:23:15.4858134Z docker exec -t "${container_name}" sh -c "python3 -m pip install $(echo dist/*.whl)[opt-einsum] && ${TEST_COMMAND}" 2024-12-18T00:23:15.4866432Z shell: /usr/bin/bash -e {0} 2024-12-18T00:23:15.4866710Z env: 2024-12-18T00:23:15.4866922Z GIT_DEFAULT_BRANCH: main 2024-12-18T00:23:15.4867265Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:23:15.4867729Z BUILD_ENVIRONMENT: linux-focal-cuda12.1-py3.10-gcc9-sm86 2024-12-18T00:23:15.4868135Z PR_NUMBER: 2024-12-18T00:23:15.4868389Z GITHUB_REPOSITORY: pytorch/pytorch 2024-12-18T00:23:15.4868702Z GITHUB_WORKFLOW: slow 2024-12-18T00:23:15.4868961Z GITHUB_JOB: test 2024-12-18T00:23:15.4869207Z GITHUB_RUN_ID: 12383255606 2024-12-18T00:23:15.4869488Z GITHUB_RUN_NUMBER: 7037 2024-12-18T00:23:15.4869763Z GITHUB_RUN_ATTEMPT: 1 2024-12-18T00:23:15.4870011Z JOB_ID: 34566976260 2024-12-18T00:23:15.4870523Z JOB_NAME: linux-focal-cuda12.1-py3.10-gcc9-sm86 / test (slow, 3, 3, linux.g5.4xlarge.nvidia.gpu) 2024-12-18T00:23:15.4871098Z BRANCH: release/2.6 2024-12-18T00:23:15.4871389Z SHA1: 0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:23:15.4871781Z BASE_SHA: 0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:23:15.4872126Z TEST_CONFIG: slow 2024-12-18T00:23:15.4872366Z SHARD_NUMBER: 3 2024-12-18T00:23:15.4872603Z NUM_TEST_SHARDS: 3 2024-12-18T00:23:15.4872851Z REENABLED_ISSUES: 2024-12-18T00:23:15.4873116Z CONTINUE_THROUGH_ERROR: False 2024-12-18T00:23:15.4873686Z VERBOSE_TEST_LOGS: False 2024-12-18T00:23:15.4873968Z TEST_SHOWLOCALS: False 2024-12-18T00:23:15.4874236Z NO_TEST_TIMEOUT: False 2024-12-18T00:23:15.4874492Z NO_TD: False 2024-12-18T00:23:15.4874729Z TD_DISTRIBUTED: False 2024-12-18T00:23:15.4884509Z SCCACHE_BUCKET: ossci-compiler-cache-circleci-v2 2024-12-18T00:23:15.4884973Z SCCACHE_REGION: us-east-1 2024-12-18T00:23:15.4885265Z SCCACHE_S3_KEY_PREFIX: slow 2024-12-18T00:23:15.4885543Z SHM_SIZE: 2g 2024-12-18T00:23:15.4886285Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T00:23:15.4887095Z XLA_CUDA: 2024-12-18T00:23:15.4887467Z XLA_CLANG_CACHE_S3_BUCKET_NAME: ossci-compiler-clang-cache-circleci-xla 2024-12-18T00:23:15.4887932Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK: 0 2024-12-18T00:23:15.4888258Z PYTORCH_TEST_RERUN_DISABLED_TESTS: 0 2024-12-18T00:23:15.4889785Z DASHBOARD_TAG: 2024-12-18T00:23:15.4890231Z HUGGING_FACE_HUB_TOKEN: *** 2024-12-18T00:23:15.4890677Z SCRIBE_GRAPHQL_ACCESS_TOKEN: *** 2024-12-18T00:23:15.4890978Z IS_A100_RUNNER: 0 2024-12-18T00:23:15.4891383Z ARTIFACTS_FILE_SUFFIX: test-slow-3-3-linux.g5.4xlarge.nvidia.gpu_34566976260 2024-12-18T00:23:15.4891866Z ##[endgroup] 2024-12-18T00:23:15.4918801Z + [[ slow == \m\u\l\t\i\g\p\u ]] 2024-12-18T00:23:15.4919277Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 == *onnx* ]] 2024-12-18T00:23:15.4919735Z + TEST_COMMAND=.ci/pytorch/test.sh 2024-12-18T00:23:15.4928016Z +++ nproc --ignore=2 2024-12-18T00:23:15.4945678Z ++ 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_12383255606 --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 2024-12-18T00:23:27.3351618Z + container_name=87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T00:23:27.3353190Z + grep download.pytorch.org /etc/hosts 2024-12-18T00:23:27.3355284Z + docker exec -i 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 sudo bash -c '/bin/cat >> /etc/hosts' 2024-12-18T00:23:27.4637250Z + echo DOCKER_CONTAINER_ID=87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T00:23:27.4641076Z ++ echo dist/torch-2.6.0a0+git0cdf8b1-cp310-cp310-linux_x86_64.whl 2024-12-18T00:23:27.4644248Z + docker exec -t 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 sh -c 'python3 -m pip install dist/torch-2.6.0a0+git0cdf8b1-cp310-cp310-linux_x86_64.whl[opt-einsum] && .ci/pytorch/test.sh' 2024-12-18T00:23:27.8586009Z Processing ./dist/torch-2.6.0a0+git0cdf8b1-cp310-cp310-linux_x86_64.whl (from torch==2.6.0a0+git0cdf8b1) 2024-12-18T00:23:28.1909733Z 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) 2024-12-18T00:23:28.1911706Z 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) 2024-12-18T00:23:28.1915401Z 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) 2024-12-18T00:23:28.1918339Z 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) 2024-12-18T00:23:28.1921688Z 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) 2024-12-18T00:23:28.1926715Z 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) 2024-12-18T00:23:28.1943260Z 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) 2024-12-18T00:23:28.1956442Z 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) 2024-12-18T00:23:28.1974293Z 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) 2024-12-18T00:23:28.2361334Z 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) 2024-12-18T00:23:28.5875396Z Installing collected packages: torch 2024-12-18T00:23:39.2053904Z Successfully installed torch-2.6.0a0+git0cdf8b1 2024-12-18T00:23:39.2838661Z + export TERM=vt100 2024-12-18T00:23:39.2842934Z + TERM=vt100 2024-12-18T00:23:39.2843236Z ++ dirname .ci/pytorch/test.sh 2024-12-18T00:23:39.2851917Z + source .ci/pytorch/common.sh 2024-12-18T00:23:39.2856185Z +++ dirname .ci/pytorch/common.sh 2024-12-18T00:23:39.2867362Z ++ source .ci/pytorch/common_utils.sh 2024-12-18T00:23:39.2868917Z +++ declare -f -t trap_add 2024-12-18T00:23:39.2874323Z ++ set -ex 2024-12-18T00:23:39.2874724Z ++ [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 == *rocm* ]] 2024-12-18T00:23:39.2875212Z ++ BUILD_TEST_LIBTORCH=0 2024-12-18T00:23:39.2875644Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 != *rocm* ]] 2024-12-18T00:23:39.2876111Z + [[ -d /var/lib/jenkins/workspace ]] 2024-12-18T00:23:39.2879014Z ++ stat -c %u /var/lib/jenkins/workspace 2024-12-18T00:23:39.2899410Z + WORKSPACE_ORIGINAL_OWNER_ID=1000 2024-12-18T00:23:39.2899801Z + trap_add cleanup_workspace EXIT 2024-12-18T00:23:39.2900120Z + trap_add_cmd=cleanup_workspace 2024-12-18T00:23:39.2900407Z + shift 2024-12-18T00:23:39.2900630Z + for trap_add_name in "$@" 2024-12-18T00:23:39.2907494Z +++ trap -p EXIT 2024-12-18T00:23:39.2910518Z ++ eval 'extract_trap_cmd ' 2024-12-18T00:23:39.2910952Z +++ extract_trap_cmd 2024-12-18T00:23:39.2911199Z +++ printf '%s\n' '' 2024-12-18T00:23:39.2911464Z ++ printf '%s\n' cleanup_workspace 2024-12-18T00:23:39.2913893Z + trap -- ' 2024-12-18T00:23:39.2914479Z cleanup_workspace' EXIT 2024-12-18T00:23:39.2914961Z + sudo chown -R jenkins /var/lib/jenkins/workspace 2024-12-18T00:23:40.0064176Z + git config --global --add safe.directory /var/lib/jenkins/workspace 2024-12-18T00:23:40.0087378Z + echo 'Environment variables:' 2024-12-18T00:23:40.0087695Z Environment variables: 2024-12-18T00:23:40.0088060Z + env 2024-12-18T00:23:40.0098573Z INSTALLED_DB=yes 2024-12-18T00:23:40.0099407Z NV_LIBCUBLAS_VERSION=12.1.3.1-1 2024-12-18T00:23:40.0099849Z NVIDIA_VISIBLE_DEVICES=all 2024-12-18T00:23:40.0100240Z NV_NVML_DEV_VERSION=12.1.105-1 2024-12-18T00:23:40.0100827Z GITHUB_WORKSPACE=/home/ec2-user/actions-runner/_work/pytorch/pytorch 2024-12-18T00:23:40.0101292Z CONTINUE_THROUGH_ERROR=False 2024-12-18T00:23:40.0101639Z NV_LIBNCCL_DEV_PACKAGE=libnccl-dev=2.17.1-1+cuda12.1 2024-12-18T00:23:40.0102038Z NV_LIBNCCL_DEV_PACKAGE_VERSION=2.17.1-1 2024-12-18T00:23:40.0102444Z BUILD_ENVIRONMENT=linux-focal-cuda12.1-py3.10-gcc9-sm86 2024-12-18T00:23:40.0102833Z HOSTNAME=87d8a62bacf4 2024-12-18T00:23:40.0103429Z GITHUB_PATH=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/add_path_c7f5212c-755b-4007-916c-e30221ab9df5 2024-12-18T00:23:40.0104083Z GITHUB_ACTION=__self 2024-12-18T00:23:40.0104360Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=0 2024-12-18T00:23:40.0107466Z 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 2024-12-18T00:23:40.0111924Z NV_LIBCUBLAS_DEV_PACKAGE=libcublas-dev-12-1=12.1.3.1-1 2024-12-18T00:23:40.0112311Z NV_NVTX_VERSION=12.1.105-1 2024-12-18T00:23:40.0112590Z GITHUB_RUN_NUMBER=7037 2024-12-18T00:23:40.0112851Z TEST_CONFIG=slow 2024-12-18T00:23:40.0113113Z GITHUB_REPOSITORY_OWNER_ID=21003710 2024-12-18T00:23:40.0113647Z TORCH_NVCC_FLAGS=-Xfatbin -compress-all 2024-12-18T00:23:40.0113974Z IS_A100_RUNNER=0 2024-12-18T00:23:40.0114238Z NV_CUDA_CUDART_DEV_VERSION=12.1.105-1 2024-12-18T00:23:40.0114566Z NV_LIBCUSPARSE_VERSION=12.1.0.106-1 2024-12-18T00:23:40.0115108Z SCRIBE_GRAPHQL_ACCESS_TOKEN=*** 2024-12-18T00:23:40.0115409Z NV_LIBNPP_VERSION=12.1.0.40-1 2024-12-18T00:23:40.0115716Z GITHUB_TRIGGERING_ACTOR=malfet 2024-12-18T00:23:40.0116102Z CMAKE_CUDA_COMPILER_LAUNCHER=/opt/cache/bin/sccache 2024-12-18T00:23:40.0116501Z GITHUB_REF_TYPE=branch 2024-12-18T00:23:40.0116773Z TORCH_CUDA_ARCH_LIST=Maxwell 2024-12-18T00:23:40.0117070Z NCCL_VERSION=2.17.1-1 2024-12-18T00:23:40.0117375Z BASE_SHA=0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:23:40.0117722Z XLA_CUDA= 2024-12-18T00:23:40.0118064Z HUGGING_FACE_HUB_TOKEN=*** 2024-12-18T00:23:40.0120448Z *** 2024-12-18T00:23:40.0120686Z CARGO_NET_GIT_FETCH_WITH_CLI=true 2024-12-18T00:23:40.0121009Z GITHUB_REPOSITORY_ID=65600975 2024-12-18T00:23:40.0121300Z GITHUB_ACTIONS=true 2024-12-18T00:23:40.0121570Z NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:23:40.0121907Z NV_NVPROF_DEV_PACKAGE=cuda-nvprof-12-1=12.1.105-1 2024-12-18T00:23:40.0122295Z NV_LIBNPP_PACKAGE=libnpp-12-1=12.1.0.40-1 2024-12-18T00:23:40.0122662Z SHA1=0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:23:40.0123031Z NV_LIBNCCL_DEV_PACKAGE_NAME=libnccl-dev 2024-12-18T00:23:40.0123404Z GITHUB_SHA=0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:23:40.0123968Z GITHUB_WORKFLOW_REF=pytorch/pytorch/.github/workflows/slow.yml@refs/heads/release/2.6 2024-12-18T00:23:40.0124480Z UCC_HOME=/usr 2024-12-18T00:23:40.0124824Z NV_LIBCUBLAS_DEV_VERSION=12.1.3.1-1 2024-12-18T00:23:40.0125135Z VERBOSE_TEST_LOGS=False 2024-12-18T00:23:40.0125401Z NVIDIA_PRODUCT_NAME=CUDA 2024-12-18T00:23:40.0125716Z NV_LIBCUBLAS_DEV_PACKAGE_NAME=libcublas-dev-12-1 2024-12-18T00:23:40.0126083Z GITHUB_REF=refs/heads/release/2.6 2024-12-18T00:23:40.0126394Z NV_CUDA_CUDART_VERSION=12.1.105-1 2024-12-18T00:23:40.0126682Z SHARD_NUMBER=3 2024-12-18T00:23:40.0126928Z GITHUB_REF_PROTECTED=true 2024-12-18T00:23:40.0127193Z HOME=/var/lib/jenkins 2024-12-18T00:23:40.0127479Z GITHUB_API_URL=https://api.github.com 2024-12-18T00:23:40.0127819Z PYTORCH_TEST_RERUN_DISABLED_TESTS=0 2024-12-18T00:23:40.0128181Z UCX_COMMIT=7bb2722ff2187a0cad557ae4a6afa090569f83fb 2024-12-18T00:23:40.0128547Z SCCACHE_S3_KEY_PREFIX=slow 2024-12-18T00:23:40.0128813Z CUDA_VERSION=12.1.1 2024-12-18T00:23:40.0129107Z NV_LIBCUBLAS_PACKAGE=libcublas-12-1=12.1.3.1-1 2024-12-18T00:23:40.0129449Z NUM_TEST_SHARDS=3 2024-12-18T00:23:40.0129685Z UCX_HOME=/usr 2024-12-18T00:23:40.0130044Z NV_CUDA_NSIGHT_COMPUTE_DEV_PACKAGE=cuda-nsight-compute-12-1=12.1.1-1 2024-12-18T00:23:40.0130834Z GITHUB_STATE=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/save_state_c7f5212c-755b-4007-916c-e30221ab9df5 2024-12-18T00:23:40.0131734Z JOB_NAME=linux-focal-cuda12.1-py3.10-gcc9-sm86 / test (slow, 3, 3, linux.g5.4xlarge.nvidia.gpu) 2024-12-18T00:23:40.0132609Z GITHUB_ENV=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_env_c7f5212c-755b-4007-916c-e30221ab9df5 2024-12-18T00:23:40.0133452Z GITHUB_EVENT_PATH=/home/ec2-user/actions-runner/_work/_temp/_github_workflow/event.json 2024-12-18T00:23:40.0133974Z GITHUB_EVENT_NAME=push 2024-12-18T00:23:40.0134232Z DASHBOARD_TAG= 2024-12-18T00:23:40.0134469Z GITHUB_RUN_ID=12383255606 2024-12-18T00:23:40.0134785Z NV_LIBNPP_DEV_PACKAGE=libnpp-dev-12-1=12.1.0.40-1 2024-12-18T00:23:40.0135284Z NV_LIBCUBLAS_PACKAGE_NAME=libcublas-12-1 2024-12-18T00:23:40.0136039Z GITHUB_STEP_SUMMARY=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/step_summary_c7f5212c-755b-4007-916c-e30221ab9df5 2024-12-18T00:23:40.0136770Z GITHUB_ACTOR=malfet 2024-12-18T00:23:40.0137022Z NV_LIBNPP_DEV_VERSION=12.1.0.40-1 2024-12-18T00:23:40.0137318Z PR_NUMBER= 2024-12-18T00:23:40.0137546Z GITHUB_RUN_ATTEMPT=1 2024-12-18T00:23:40.0137814Z ANACONDA_PYTHON_VERSION=3.10 2024-12-18T00:23:40.0138162Z GITHUB_GRAPHQL_URL=https://api.github.com/graphql 2024-12-18T00:23:40.0138669Z TERM=vt100 2024-12-18T00:23:40.0138917Z NV_LIBCUSPARSE_DEV_VERSION=12.1.0.106-1 2024-12-18T00:23:40.0139240Z INSTALLED_VISION=yes 2024-12-18T00:23:40.0139494Z BRANCH=release/2.6 2024-12-18T00:23:40.0139748Z SCCACHE_REGION=us-east-1 2024-12-18T00:23:40.0140026Z OPENSSL_ROOT_DIR=/opt/openssl 2024-12-18T00:23:40.0140337Z LIBRARY_PATH=/usr/local/cuda/lib64/stubs 2024-12-18T00:23:40.0140665Z CUDA_PATH=/usr/local/cuda 2024-12-18T00:23:40.0141213Z GITHUB_ACTION_PATH=/home/ec2-user/actions-runner/_work/pytorch/pytorch/./.github/actions/setup-linux 2024-12-18T00:23:40.0141818Z GITHUB_SERVER_URL=https://github.com 2024-12-18T00:23:40.0142184Z UCC_COMMIT=20eae37090a4ce1b32bcce6144ccad0b49943e0b 2024-12-18T00:23:40.0142550Z REENABLED_ISSUES= 2024-12-18T00:23:40.0142784Z SHLVL=1 2024-12-18T00:23:40.0142994Z MAX_JOBS=14 2024-12-18T00:23:40.0143217Z NV_CUDA_LIB_VERSION=12.1.1-1 2024-12-18T00:23:40.0143494Z NVARCH=x86_64 2024-12-18T00:23:40.0143725Z GITHUB_ACTOR_ID=2453524 2024-12-18T00:23:40.0144082Z GITHUB_WORKFLOW_SHA=0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:23:40.0144491Z GITHUB_REF_NAME=release/2.6 2024-12-18T00:23:40.0144791Z NV_CUDA_COMPAT_PACKAGE=cuda-compat-12-1 2024-12-18T00:23:40.0145260Z XLA_CLANG_CACHE_S3_BUCKET_NAME=ossci-compiler-clang-cache-circleci-xla 2024-12-18T00:23:40.0145707Z GITHUB_JOB=test 2024-12-18T00:23:40.0145976Z NV_LIBNCCL_PACKAGE=libnccl2=2.17.1-1+cuda12.1 2024-12-18T00:23:40.0146412Z LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64 2024-12-18T00:23:40.0146855Z NO_TEST_TIMEOUT=False 2024-12-18T00:23:40.0147112Z TD_DISTRIBUTED=False 2024-12-18T00:23:40.0147395Z NV_CUDA_NSIGHT_COMPUTE_VERSION=12.1.1-1 2024-12-18T00:23:40.0147735Z GITHUB_REPOSITORY=pytorch/pytorch 2024-12-18T00:23:40.0148052Z NV_NVPROF_VERSION=12.1.105-1 2024-12-18T00:23:40.0148335Z GITHUB_RETENTION_DAYS=90 2024-12-18T00:23:40.0148611Z OPENSSL_DIR=/opt/openssl 2024-12-18T00:23:40.0148887Z GITHUB_ACTION_REPOSITORY= 2024-12-18T00:23:40.0149694Z 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 2024-12-18T00:23:40.0150520Z GITHUB_BASE_REF= 2024-12-18T00:23:40.0150937Z ARTIFACTS_FILE_SUFFIX=test-slow-3-3-linux.g5.4xlarge.nvidia.gpu_34566976260 2024-12-18T00:23:40.0151427Z NV_LIBNCCL_PACKAGE_NAME=libnccl2 2024-12-18T00:23:40.0151717Z CI=true 2024-12-18T00:23:40.0151945Z NV_LIBNCCL_PACKAGE_VERSION=2.17.1-1 2024-12-18T00:23:40.0152270Z GITHUB_REPOSITORY_OWNER=pytorch 2024-12-18T00:23:40.0152551Z JOB_ID=34566976260 2024-12-18T00:23:40.0152797Z INSTALLED_PROTOBUF=yes 2024-12-18T00:23:40.0153055Z GITHUB_HEAD_REF= 2024-12-18T00:23:40.0153297Z GITHUB_ACTION_REF= 2024-12-18T00:23:40.0153598Z SCCACHE_BUCKET=ossci-compiler-cache-circleci-v2 2024-12-18T00:23:40.0153961Z TEST_SHOWLOCALS=False 2024-12-18T00:23:40.0154223Z GITHUB_WORKFLOW=slow 2024-12-18T00:23:40.0154489Z DEBIAN_FRONTEND=noninteractive 2024-12-18T00:23:40.0155147Z GITHUB_OUTPUT=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_output_c7f5212c-755b-4007-916c-e30221ab9df5 2024-12-18T00:23:40.0155817Z NO_TD=False 2024-12-18T00:23:40.0156050Z SKIP_SCCACHE_INITIALIZATION=1 2024-12-18T00:23:40.0156337Z _=/usr/bin/env 2024-12-18T00:23:40.0156675Z ++ python -c 'import site; print(site.getsitepackages()[0])' 2024-12-18T00:23:40.0331559Z + TORCH_INSTALL_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch 2024-12-18T00:23:40.0332795Z + TORCH_BIN_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin 2024-12-18T00:23:40.0333569Z + TORCH_LIB_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib 2024-12-18T00:23:40.0334269Z + TORCH_TEST_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/test 2024-12-18T00:23:40.0334829Z + BUILD_DIR=build 2024-12-18T00:23:40.0335091Z + BUILD_RENAMED_DIR=build_renamed 2024-12-18T00:23:40.0335478Z + BUILD_BIN_DIR=build/bin 2024-12-18T00:23:40.0335810Z + SHARD_NUMBER=3 2024-12-18T00:23:40.0336138Z + NUM_TEST_SHARDS=3 2024-12-18T00:23:40.0336568Z + export VALGRIND=ON 2024-12-18T00:23:40.0337166Z + VALGRIND=ON 2024-12-18T00:23:40.0337516Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 == *clang9* ]] 2024-12-18T00:23:40.0337962Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 == *xpu* ]] 2024-12-18T00:23:40.0338420Z + [[ 0 == \1 ]] 2024-12-18T00:23:40.0338650Z + [[ False == \1 ]] 2024-12-18T00:23:40.0338981Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 != *bazel* ]] 2024-12-18T00:23:40.0339486Z ++ realpath build/custom_test_artifacts 2024-12-18T00:23:40.0351328Z + CUSTOM_TEST_ARTIFACT_BUILD_DIR=/var/lib/jenkins/workspace/build/custom_test_artifacts 2024-12-18T00:23:40.0351938Z + [[ -n '' ]] 2024-12-18T00:23:40.0352182Z + echo 'Environment variables' 2024-12-18T00:23:40.0352565Z Environment variables 2024-12-18T00:23:40.0352829Z + env 2024-12-18T00:23:40.0361746Z INSTALLED_DB=yes 2024-12-18T00:23:40.0362023Z NV_LIBCUBLAS_VERSION=12.1.3.1-1 2024-12-18T00:23:40.0362356Z NVIDIA_VISIBLE_DEVICES=all 2024-12-18T00:23:40.0362811Z NV_NVML_DEV_VERSION=12.1.105-1 2024-12-18T00:23:40.0363315Z GITHUB_WORKSPACE=/home/ec2-user/actions-runner/_work/pytorch/pytorch 2024-12-18T00:23:40.0363897Z CONTINUE_THROUGH_ERROR=False 2024-12-18T00:23:40.0364341Z NV_LIBNCCL_DEV_PACKAGE=libnccl-dev=2.17.1-1+cuda12.1 2024-12-18T00:23:40.0364843Z NV_LIBNCCL_DEV_PACKAGE_VERSION=2.17.1-1 2024-12-18T00:23:40.0365337Z BUILD_ENVIRONMENT=linux-focal-cuda12.1-py3.10-gcc9-sm86 2024-12-18T00:23:40.0365726Z HOSTNAME=87d8a62bacf4 2024-12-18T00:23:40.0366455Z GITHUB_PATH=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/add_path_c7f5212c-755b-4007-916c-e30221ab9df5 2024-12-18T00:23:40.0367238Z GITHUB_ACTION=__self 2024-12-18T00:23:40.0367521Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=0 2024-12-18T00:23:40.0371091Z 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 2024-12-18T00:23:40.0374989Z NV_LIBCUBLAS_DEV_PACKAGE=libcublas-dev-12-1=12.1.3.1-1 2024-12-18T00:23:40.0375379Z NV_NVTX_VERSION=12.1.105-1 2024-12-18T00:23:40.0375665Z GITHUB_RUN_NUMBER=7037 2024-12-18T00:23:40.0375918Z TEST_CONFIG=slow 2024-12-18T00:23:40.0376299Z GITHUB_REPOSITORY_OWNER_ID=21003710 2024-12-18T00:23:40.0376691Z TORCH_NVCC_FLAGS=-Xfatbin -compress-all 2024-12-18T00:23:40.0377014Z IS_A100_RUNNER=0 2024-12-18T00:23:40.0377279Z NV_CUDA_CUDART_DEV_VERSION=12.1.105-1 2024-12-18T00:23:40.0377614Z NV_LIBCUSPARSE_VERSION=12.1.0.106-1 2024-12-18T00:23:40.0378110Z SCRIBE_GRAPHQL_ACCESS_TOKEN=*** 2024-12-18T00:23:40.0378502Z NV_LIBNPP_VERSION=12.1.0.40-1 2024-12-18T00:23:40.0378814Z GITHUB_TRIGGERING_ACTOR=malfet 2024-12-18T00:23:40.0379169Z CMAKE_CUDA_COMPILER_LAUNCHER=/opt/cache/bin/sccache 2024-12-18T00:23:40.0379538Z GITHUB_REF_TYPE=branch 2024-12-18T00:23:40.0379813Z TORCH_CUDA_ARCH_LIST=Maxwell 2024-12-18T00:23:40.0380104Z NCCL_VERSION=2.17.1-1 2024-12-18T00:23:40.0380602Z BASE_SHA=0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:23:40.0380950Z XLA_CUDA= 2024-12-18T00:23:40.0381303Z HUGGING_FACE_HUB_TOKEN=*** 2024-12-18T00:23:40.0382044Z *** 2024-12-18T00:23:40.0382371Z CARGO_NET_GIT_FETCH_WITH_CLI=true 2024-12-18T00:23:40.0382716Z GITHUB_REPOSITORY_ID=65600975 2024-12-18T00:23:40.0383010Z GITHUB_ACTIONS=true 2024-12-18T00:23:40.0383276Z NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T00:23:40.0383616Z NV_NVPROF_DEV_PACKAGE=cuda-nvprof-12-1=12.1.105-1 2024-12-18T00:23:40.0384005Z NV_LIBNPP_PACKAGE=libnpp-12-1=12.1.0.40-1 2024-12-18T00:23:40.0384538Z SHA1=0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:23:40.0384913Z NV_LIBNCCL_DEV_PACKAGE_NAME=libnccl-dev 2024-12-18T00:23:40.0385296Z GITHUB_SHA=0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:23:40.0385855Z GITHUB_WORKFLOW_REF=pytorch/pytorch/.github/workflows/slow.yml@refs/heads/release/2.6 2024-12-18T00:23:40.0386376Z UCC_HOME=/usr 2024-12-18T00:23:40.0386651Z NV_LIBCUBLAS_DEV_VERSION=12.1.3.1-1 2024-12-18T00:23:40.0387009Z VERBOSE_TEST_LOGS=False 2024-12-18T00:23:40.0387284Z NVIDIA_PRODUCT_NAME=CUDA 2024-12-18T00:23:40.0387605Z NV_LIBCUBLAS_DEV_PACKAGE_NAME=libcublas-dev-12-1 2024-12-18T00:23:40.0387981Z GITHUB_REF=refs/heads/release/2.6 2024-12-18T00:23:40.0388300Z NV_CUDA_CUDART_VERSION=12.1.105-1 2024-12-18T00:23:40.0388596Z SHARD_NUMBER=3 2024-12-18T00:23:40.0388845Z GITHUB_REF_PROTECTED=true 2024-12-18T00:23:40.0389118Z HOME=/var/lib/jenkins 2024-12-18T00:23:40.0389481Z GITHUB_API_URL=https://api.github.com 2024-12-18T00:23:40.0389849Z PYTORCH_TEST_RERUN_DISABLED_TESTS=0 2024-12-18T00:23:40.0390230Z UCX_COMMIT=7bb2722ff2187a0cad557ae4a6afa090569f83fb 2024-12-18T00:23:40.0390601Z SCCACHE_S3_KEY_PREFIX=slow 2024-12-18T00:23:40.0390883Z CUDA_VERSION=12.1.1 2024-12-18T00:23:40.0391178Z NV_LIBCUBLAS_PACKAGE=libcublas-12-1=12.1.3.1-1 2024-12-18T00:23:40.0391527Z NUM_TEST_SHARDS=3 2024-12-18T00:23:40.0391770Z UCX_HOME=/usr 2024-12-18T00:23:40.0392130Z NV_CUDA_NSIGHT_COMPUTE_DEV_PACKAGE=cuda-nsight-compute-12-1=12.1.1-1 2024-12-18T00:23:40.0392935Z GITHUB_STATE=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/save_state_c7f5212c-755b-4007-916c-e30221ab9df5 2024-12-18T00:23:40.0393850Z JOB_NAME=linux-focal-cuda12.1-py3.10-gcc9-sm86 / test (slow, 3, 3, linux.g5.4xlarge.nvidia.gpu) 2024-12-18T00:23:40.0394729Z GITHUB_ENV=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_env_c7f5212c-755b-4007-916c-e30221ab9df5 2024-12-18T00:23:40.0395579Z GITHUB_EVENT_PATH=/home/ec2-user/actions-runner/_work/_temp/_github_workflow/event.json 2024-12-18T00:23:40.0396110Z GITHUB_EVENT_NAME=push 2024-12-18T00:23:40.0396376Z DASHBOARD_TAG= 2024-12-18T00:23:40.0396627Z GITHUB_RUN_ID=12383255606 2024-12-18T00:23:40.0396955Z NV_LIBNPP_DEV_PACKAGE=libnpp-dev-12-1=12.1.0.40-1 2024-12-18T00:23:40.0397350Z NV_LIBCUBLAS_PACKAGE_NAME=libcublas-12-1 2024-12-18T00:23:40.0398088Z GITHUB_STEP_SUMMARY=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/step_summary_c7f5212c-755b-4007-916c-e30221ab9df5 2024-12-18T00:23:40.0398807Z GITHUB_ACTOR=malfet 2024-12-18T00:23:40.0399105Z NV_LIBNPP_DEV_VERSION=12.1.0.40-1 2024-12-18T00:23:40.0399406Z PR_NUMBER= 2024-12-18T00:23:40.0399639Z GITHUB_RUN_ATTEMPT=1 2024-12-18T00:23:40.0399897Z VALGRIND=ON 2024-12-18T00:23:40.0400145Z ANACONDA_PYTHON_VERSION=3.10 2024-12-18T00:23:40.0400500Z GITHUB_GRAPHQL_URL=https://api.github.com/graphql 2024-12-18T00:23:40.0400859Z TERM=vt100 2024-12-18T00:23:40.0401107Z NV_LIBCUSPARSE_DEV_VERSION=12.1.0.106-1 2024-12-18T00:23:40.0401434Z INSTALLED_VISION=yes 2024-12-18T00:23:40.0401698Z BRANCH=release/2.6 2024-12-18T00:23:40.0401954Z SCCACHE_REGION=us-east-1 2024-12-18T00:23:40.0402243Z OPENSSL_ROOT_DIR=/opt/openssl 2024-12-18T00:23:40.0402561Z LIBRARY_PATH=/usr/local/cuda/lib64/stubs 2024-12-18T00:23:40.0402968Z CUDA_PATH=/usr/local/cuda 2024-12-18T00:23:40.0403538Z GITHUB_ACTION_PATH=/home/ec2-user/actions-runner/_work/pytorch/pytorch/./.github/actions/setup-linux 2024-12-18T00:23:40.0404154Z GITHUB_SERVER_URL=https://github.com 2024-12-18T00:23:40.0404757Z UCC_COMMIT=20eae37090a4ce1b32bcce6144ccad0b49943e0b 2024-12-18T00:23:40.0405134Z REENABLED_ISSUES= 2024-12-18T00:23:40.0405374Z SHLVL=1 2024-12-18T00:23:40.0405588Z MAX_JOBS=14 2024-12-18T00:23:40.0405819Z NV_CUDA_LIB_VERSION=12.1.1-1 2024-12-18T00:23:40.0406117Z NVARCH=x86_64 2024-12-18T00:23:40.0406358Z GITHUB_ACTOR_ID=2453524 2024-12-18T00:23:40.0406723Z GITHUB_WORKFLOW_SHA=0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T00:23:40.0407143Z GITHUB_REF_NAME=release/2.6 2024-12-18T00:23:40.0407452Z NV_CUDA_COMPAT_PACKAGE=cuda-compat-12-1 2024-12-18T00:23:40.0408037Z XLA_CLANG_CACHE_S3_BUCKET_NAME=ossci-compiler-clang-cache-circleci-xla 2024-12-18T00:23:40.0408496Z GITHUB_JOB=test 2024-12-18T00:23:40.0408774Z NV_LIBNCCL_PACKAGE=libnccl2=2.17.1-1+cuda12.1 2024-12-18T00:23:40.0409208Z LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64 2024-12-18T00:23:40.0409609Z NO_TEST_TIMEOUT=False 2024-12-18T00:23:40.0409886Z TD_DISTRIBUTED=False 2024-12-18T00:23:40.0410185Z NV_CUDA_NSIGHT_COMPUTE_VERSION=12.1.1-1 2024-12-18T00:23:40.0410531Z GITHUB_REPOSITORY=pytorch/pytorch 2024-12-18T00:23:40.0410851Z NV_NVPROF_VERSION=12.1.105-1 2024-12-18T00:23:40.0411141Z GITHUB_RETENTION_DAYS=90 2024-12-18T00:23:40.0411424Z OPENSSL_DIR=/opt/openssl 2024-12-18T00:23:40.0411707Z GITHUB_ACTION_REPOSITORY= 2024-12-18T00:23:40.0412509Z 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 2024-12-18T00:23:40.0413341Z GITHUB_BASE_REF= 2024-12-18T00:23:40.0413761Z ARTIFACTS_FILE_SUFFIX=test-slow-3-3-linux.g5.4xlarge.nvidia.gpu_34566976260 2024-12-18T00:23:40.0414264Z NV_LIBNCCL_PACKAGE_NAME=libnccl2 2024-12-18T00:23:40.0414560Z CI=true 2024-12-18T00:23:40.0414794Z NV_LIBNCCL_PACKAGE_VERSION=2.17.1-1 2024-12-18T00:23:40.0415119Z GITHUB_REPOSITORY_OWNER=pytorch 2024-12-18T00:23:40.0415410Z JOB_ID=34566976260 2024-12-18T00:23:40.0415663Z INSTALLED_PROTOBUF=yes 2024-12-18T00:23:40.0415934Z GITHUB_HEAD_REF= 2024-12-18T00:23:40.0416179Z GITHUB_ACTION_REF= 2024-12-18T00:23:40.0416504Z SCCACHE_BUCKET=ossci-compiler-cache-circleci-v2 2024-12-18T00:23:40.0416907Z TEST_SHOWLOCALS=False 2024-12-18T00:23:40.0417170Z GITHUB_WORKFLOW=slow 2024-12-18T00:23:40.0417445Z DEBIAN_FRONTEND=noninteractive 2024-12-18T00:23:40.0418107Z GITHUB_OUTPUT=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_output_c7f5212c-755b-4007-916c-e30221ab9df5 2024-12-18T00:23:40.0418777Z NO_TD=False 2024-12-18T00:23:40.0419017Z SKIP_SCCACHE_INITIALIZATION=1 2024-12-18T00:23:40.0419308Z _=/usr/bin/env 2024-12-18T00:23:40.0419560Z + echo 'Testing pytorch' 2024-12-18T00:23:40.0419839Z Testing pytorch 2024-12-18T00:23:40.0420093Z + export LANG=C.UTF-8 2024-12-18T00:23:40.0420342Z + LANG=C.UTF-8 2024-12-18T00:23:40.0420580Z + PR_NUMBER= 2024-12-18T00:23:40.0420818Z + [[ slow == \d\e\f\a\u\l\t ]] 2024-12-18T00:23:40.0421116Z + [[ slow == \d\i\s\t\r\i\b\u\t\e\d ]] 2024-12-18T00:23:40.0421430Z + [[ slow == \s\l\o\w ]] 2024-12-18T00:23:40.0421712Z + export PYTORCH_TEST_WITH_SLOW=1 2024-12-18T00:23:40.0422029Z + PYTORCH_TEST_WITH_SLOW=1 2024-12-18T00:23:40.0422325Z + export PYTORCH_TEST_SKIP_FAST=1 2024-12-18T00:23:40.0422653Z + PYTORCH_TEST_SKIP_FAST=1 2024-12-18T00:23:40.0423048Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 == *slow-gradcheck* ]] 2024-12-18T00:23:40.0423533Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 == *cuda* ]] 2024-12-18T00:23:40.0423947Z + export PYTORCH_TESTING_DEVICE_ONLY_FOR=cuda 2024-12-18T00:23:40.0424317Z + PYTORCH_TESTING_DEVICE_ONLY_FOR=cuda 2024-12-18T00:23:40.0424647Z + [[ slow == *crossref* ]] 2024-12-18T00:23:40.0424994Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 == *rocm* ]] 2024-12-18T00:23:40.0425424Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 == *xpu* ]] 2024-12-18T00:23:40.0425888Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 != *-bazel-* ]] 2024-12-18T00:23:40.0426338Z + pip_install --user ninja==1.10.2 2024-12-18T00:23:40.0426749Z + pip_install_pkg='python3 -m pip install --progress-bar off' 2024-12-18T00:23:40.0427367Z + python3 -m pip install --progress-bar off --user ninja==1.10.2 2024-12-18T00:23:41.2260138Z Collecting ninja==1.10.2 2024-12-18T00:23:41.2440132Z Downloading ninja-1.10.2-py2.py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.whl.metadata (5.0 kB) 2024-12-18T00:23:41.2982859Z Downloading ninja-1.10.2-py2.py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.whl (108 kB) 2024-12-18T00:23:41.6889371Z Installing collected packages: ninja 2024-12-18T00:23:41.6969181Z  WARNING: The script ninja is installed in '/var/lib/jenkins/.local/bin' which is not on PATH. 2024-12-18T00:23:41.6970461Z Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. 2024-12-18T00:23:41.7501312Z Successfully installed ninja-1.10.2 2024-12-18T00:23:41.8230320Z + 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 2024-12-18T00:23:41.8232008Z + 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 2024-12-18T00:23:41.8233028Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 == *aarch64* ]] 2024-12-18T00:23:41.8233413Z + install_tlparse 2024-12-18T00:23:41.8233679Z + pip_install --user tlparse==0.3.25 2024-12-18T00:23:41.8234090Z + pip_install_pkg='python3 -m pip install --progress-bar off' 2024-12-18T00:23:41.8234615Z + python3 -m pip install --progress-bar off --user tlparse==0.3.25 2024-12-18T00:23:42.2576160Z Collecting tlparse==0.3.25 2024-12-18T00:23:42.2742800Z Downloading tlparse-0.3.25-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (1.7 kB) 2024-12-18T00:23:42.3347347Z Downloading tlparse-0.3.25-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.2 MB) 2024-12-18T00:23:42.7953614Z Installing collected packages: tlparse 2024-12-18T00:23:42.8289722Z Successfully installed tlparse-0.3.25 2024-12-18T00:23:42.9000824Z ++ python -m site --user-base 2024-12-18T00:23:42.9247092Z + 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 2024-12-18T00:23:42.9248715Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 == *asan* ]] 2024-12-18T00:23:42.9249162Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 == *-debug* ]] 2024-12-18T00:23:42.9249642Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 != *-bazel-* ]] 2024-12-18T00:23:42.9250268Z + echo 'We are not in debug mode: linux-focal-cuda12.1-py3.10-gcc9-sm86. Expect the assertion to pass' 2024-12-18T00:23:42.9251026Z We are not in debug mode: linux-focal-cuda12.1-py3.10-gcc9-sm86. Expect the assertion to pass 2024-12-18T00:23:42.9251535Z + cd test 2024-12-18T00:23:42.9251886Z + python -c 'import torch; torch._C._crash_if_debug_asserts_fail(424242)' 2024-12-18T00:23:44.6081073Z + [[ slow == \n\o\g\p\u\_\N\O\_\A\V\X\2 ]] 2024-12-18T00:23:44.6081443Z + [[ slow == \n\o\g\p\u\_\A\V\X\5\1\2 ]] 2024-12-18T00:23:44.6085483Z + DYNAMO_BENCHMARK_FLAGS=() 2024-12-18T00:23:44.6086330Z + [[ slow == *pr_time_benchmarks* ]] 2024-12-18T00:23:44.6086647Z + [[ slow == *dynamo_eager* ]] 2024-12-18T00:23:44.6086943Z + [[ slow == *aot_eager* ]] 2024-12-18T00:23:44.6087223Z + [[ slow == *aot_inductor* ]] 2024-12-18T00:23:44.6087510Z + [[ slow == *inductor* ]] 2024-12-18T00:23:44.6087774Z + [[ slow == *dynamic* ]] 2024-12-18T00:23:44.6088040Z + [[ slow == *cpu* ]] 2024-12-18T00:23:44.6088355Z + DYNAMO_BENCHMARK_FLAGS+=(--device cuda) 2024-12-18T00:23:44.6119650Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 == *libtorch* ]] 2024-12-18T00:23:44.6120164Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 == *-bazel-* ]] 2024-12-18T00:23:44.6121920Z + cd test 2024-12-18T00:23:44.6122379Z + python -c 'import torch; print(torch.__config__.show())' 2024-12-18T00:23:46.1080725Z PyTorch built with: 2024-12-18T00:23:46.1081432Z - GCC 9.4 2024-12-18T00:23:46.1081671Z - C++ Version: 201703 2024-12-18T00:23:46.1082255Z - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications 2024-12-18T00:23:46.1083019Z - Intel(R) MKL-DNN v3.5.3 (Git Hash 66f0cb9eb66affd2da3bf5f8d897376f04aae6af) 2024-12-18T00:23:46.1083485Z - OpenMP 201511 (a.k.a. OpenMP 4.5) 2024-12-18T00:23:46.1083841Z - LAPACK is enabled (usually provided by MKL) 2024-12-18T00:23:46.1084185Z - NNPACK is enabled 2024-12-18T00:23:46.1084449Z - CPU capability usage: AVX2 2024-12-18T00:23:46.1085034Z - CUDA Runtime 12.1 2024-12-18T00:23:46.1085403Z - NVCC architecture flags: -gencode;arch=compute_86,code=sm_86 2024-12-18T00:23:46.1085830Z - CuDNN 90.1 (built against CUDA 12.4) 2024-12-18T00:23:46.1086144Z - Magma 2.6.1 2024-12-18T00:23:46.1091587Z - 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, 2024-12-18T00:23:46.1097220Z 2024-12-18T00:23:46.4415212Z + cd test 2024-12-18T00:23:46.4415657Z + python -c 'import torch; print(torch.__config__.parallel_info())' 2024-12-18T00:23:47.8210148Z ATen/Parallel: 2024-12-18T00:23:47.8210938Z at::get_num_threads() : 8 2024-12-18T00:23:47.8211529Z at::get_num_interop_threads() : 16 2024-12-18T00:23:47.8212076Z OpenMP 201511 (a.k.a. OpenMP 4.5) 2024-12-18T00:23:47.8212427Z omp_get_max_threads() : 8 2024-12-18T00:23:47.8213034Z Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications 2024-12-18T00:23:47.8213653Z mkl_get_max_threads() : 8 2024-12-18T00:23:47.8214075Z Intel(R) MKL-DNN v3.5.3 (Git Hash 66f0cb9eb66affd2da3bf5f8d897376f04aae6af) 2024-12-18T00:23:47.8214538Z std::thread::hardware_concurrency() : 16 2024-12-18T00:23:47.8214874Z Environment variables: 2024-12-18T00:23:47.8215155Z OMP_NUM_THREADS : [not set] 2024-12-18T00:23:47.8215444Z MKL_NUM_THREADS : [not set] 2024-12-18T00:23:47.8215740Z ATen parallel backend: OpenMP 2024-12-18T00:23:47.8215933Z 2024-12-18T00:23:48.1081863Z + [[ slow == *numpy_2* ]] 2024-12-18T00:23:48.1082431Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 == *aarch64* ]] 2024-12-18T00:23:48.1082912Z + [[ slow == *backward* ]] 2024-12-18T00:23:48.1083179Z + [[ slow == *xla* ]] 2024-12-18T00:23:48.1083437Z + [[ slow == *executorch* ]] 2024-12-18T00:23:48.1083727Z + [[ slow == \j\i\t\_\l\e\g\a\c\y ]] 2024-12-18T00:23:48.1084140Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 == *libtorch* ]] 2024-12-18T00:23:48.1084538Z + [[ slow == distributed ]] 2024-12-18T00:23:48.1084910Z + [[ slow == *inductor_distributed* ]] 2024-12-18T00:23:48.1085236Z + [[ slow == *inductor-halide* ]] 2024-12-18T00:23:48.1085555Z + [[ slow == *inductor-triton-cpu* ]] 2024-12-18T00:23:48.1085896Z + [[ slow == *inductor-micro-benchmark* ]] 2024-12-18T00:23:48.1086627Z + [[ slow == *huggingface* ]] 2024-12-18T00:23:48.1086899Z + [[ slow == *timm* ]] 2024-12-18T00:23:48.1087157Z + [[ slow == *torchbench* ]] 2024-12-18T00:23:48.1087450Z + [[ slow == *inductor_cpp_wrapper* ]] 2024-12-18T00:23:48.1087766Z + [[ slow == *inductor* ]] 2024-12-18T00:23:48.1088035Z + [[ slow == *dynamo_wrapped* ]] 2024-12-18T00:23:48.1088391Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 == *rocm* ]] 2024-12-18T00:23:48.1088751Z + [[ 3 == 1 ]] 2024-12-18T00:23:48.1088968Z + [[ 3 == 2 ]] 2024-12-18T00:23:48.1089191Z + [[ 3 -gt 2 ]] 2024-12-18T00:23:48.1089419Z + install_torchvision 2024-12-18T00:23:48.1089859Z + local orig_preload 2024-12-18T00:23:48.1090112Z + local commit 2024-12-18T00:23:48.1090351Z ++ get_pinned_commit vision 2024-12-18T00:23:48.1090651Z ++ cat .github/ci_commit_pins/vision.txt 2024-12-18T00:23:48.1106411Z + commit=d23a6e1664d20707c11781299611436e1f0c104f 2024-12-18T00:23:48.1107325Z + orig_preload= 2024-12-18T00:23:48.1107609Z + '[' -n '' ']' 2024-12-18T00:23:48.1108215Z + pip_install --no-use-pep517 --user git+https://github.com/pytorch/vision.git@d23a6e1664d20707c11781299611436e1f0c104f 2024-12-18T00:23:48.1108977Z + pip_install_pkg='python3 -m pip install --progress-bar off' 2024-12-18T00:23:48.1109828Z + python3 -m pip install --progress-bar off --no-use-pep517 --user git+https://github.com/pytorch/vision.git@d23a6e1664d20707c11781299611436e1f0c104f 2024-12-18T00:23:48.4414837Z Collecting git+https://github.com/pytorch/vision.git@d23a6e1664d20707c11781299611436e1f0c104f 2024-12-18T00:23:48.4419286Z Cloning https://github.com/pytorch/vision.git (to revision d23a6e1664d20707c11781299611436e1f0c104f) to /tmp/pip-req-build-0hcvoq42 2024-12-18T00:23:48.4450840Z Running command git clone --filter=blob:none --quiet https://github.com/pytorch/vision.git /tmp/pip-req-build-0hcvoq42 2024-12-18T00:23:49.9165169Z Running command git rev-parse -q --verify 'sha^d23a6e1664d20707c11781299611436e1f0c104f' 2024-12-18T00:23:49.9195955Z Running command git fetch -q https://github.com/pytorch/vision.git d23a6e1664d20707c11781299611436e1f0c104f 2024-12-18T00:23:51.2924483Z Running command git checkout -q d23a6e1664d20707c11781299611436e1f0c104f 2024-12-18T00:23:51.6164563Z Resolved https://github.com/pytorch/vision.git to commit d23a6e1664d20707c11781299611436e1f0c104f 2024-12-18T00:23:54.2172283Z Preparing metadata (setup.py) ... [?25l- \ done 2024-12-18T00:23:54.2210146Z [?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) 2024-12-18T00:23:54.2213760Z 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) 2024-12-18T00:23:54.2218340Z 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) 2024-12-18T00:23:54.2287932Z 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) 2024-12-18T00:23:54.2291552Z 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) 2024-12-18T00:23:54.2294396Z 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) 2024-12-18T00:23:54.2297272Z 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) 2024-12-18T00:23:54.2300159Z 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) 2024-12-18T00:23:54.2305057Z 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) 2024-12-18T00:23:54.2319491Z 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) 2024-12-18T00:23:54.2804602Z 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) 2024-12-18T00:23:54.2868985Z Building wheels for collected packages: torchvision 2024-12-18T00:25:10.9678562Z Building wheel for torchvision (setup.py) ... [?25l- \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / done 2024-12-18T00:25:10.9707293Z [?25h Created wheel for torchvision: filename=torchvision-0.19.0a0+d23a6e1-cp310-cp310-linux_x86_64.whl size=2124009 sha256=97d09ae4b450e7235ac72f2162fe75bde53e9515a5ea78cfcc8fb9259b90f4b6 2024-12-18T00:25:10.9708661Z Stored in directory: /var/lib/jenkins/.cache/pip/wheels/0e/56/35/02931e71eb23fd2b85591c7ec05b733ca7c8b328a2fd151f96 2024-12-18T00:25:10.9742898Z Successfully built torchvision 2024-12-18T00:25:11.2540467Z Installing collected packages: torchvision 2024-12-18T00:25:11.6740740Z Successfully installed torchvision-0.19.0a0+d23a6e1 2024-12-18T00:25:11.8115267Z + '[' -n '' ']' 2024-12-18T00:25:11.8115549Z + test_python_shard 3 2024-12-18T00:25:11.8115824Z + [[ -z 3 ]] 2024-12-18T00:25:11.8116505Z + python test/run_test.py --exclude-jit-executor --exclude-distributed-tests --shard 3 3 --verbose --upload-artifacts-while-running 2024-12-18T00:25:11.9119945Z /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 2024-12-18T00:25:11.9120845Z import pkg_resources 2024-12-18T00:25:16.4204740Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json?versionId=PhiMB7EP3187qvpKvnORewoK3InOIvX5 to /var/lib/jenkins/workspace/test/.pytorch-disabled-tests.json 2024-12-18T00:25:16.4611810Z Ignoring disabled issues: [''] 2024-12-18T00:25:16.4769479Z Found test times from artifacts 2024-12-18T00:25:16.5387035Z Found test times from artifacts 2024-12-18T00:25:16.5410360Z Running all tests 2024-12-18T00:25:16.5783621Z Running parallel tests on 3 processes 2024-12-18T00:25:16.5801892Z Name: tests to run (est. time: 56.55min) 2024-12-18T00:25:16.5802321Z Serial tests (0): 2024-12-18T00:25:16.5802643Z Parallel tests (254): 2024-12-18T00:25:16.5802924Z test_public_bindings 1/1 2024-12-18T00:25:16.5803246Z inductor/test_aot_inductor 1/1 2024-12-18T00:25:16.5803571Z test_cuda_expandable_segments 1/1 2024-12-18T00:25:16.5803935Z inductor/test_pattern_matcher 1/1 2024-12-18T00:25:16.5804255Z dynamo/test_after_aot 1/1 2024-12-18T00:25:16.5804556Z inductor/test_cpu_repro 1/1 2024-12-18T00:25:16.5804943Z inductor/test_minifier 1/1 2024-12-18T00:25:16.5805248Z inductor/test_split_cat_fx_passes 1/1 2024-12-18T00:25:16.5805589Z dynamo/test_higher_order_ops 1/1 2024-12-18T00:25:16.5805925Z dynamo/test_repros 1/1 2024-12-18T00:25:16.5806223Z inductor/test_inductor_freezing 1/1 2024-12-18T00:25:16.5806549Z dynamo/test_backends 1/1 2024-12-18T00:25:16.5806839Z inductor/test_mmdecomp 1/1 2024-12-18T00:25:16.5807139Z dynamo/test_misc 1/1 2024-12-18T00:25:16.5807414Z dynamo/test_logging 1/1 2024-12-18T00:25:16.5807695Z dynamo/test_unspec 1/1 2024-12-18T00:25:16.5807992Z inductor/test_compiled_autograd 1/1 2024-12-18T00:25:16.5808310Z test_content_store 1/1 2024-12-18T00:25:16.5808599Z inductor/test_cudacodecache 1/1 2024-12-18T00:25:16.5808909Z test_testing 1/1 2024-12-18T00:25:16.5809202Z inductor/test_triton_extension_backend 1/1 2024-12-18T00:25:16.5809560Z inductor/test_extension_backend 1/1 2024-12-18T00:25:16.5809893Z functorch/test_eager_transforms 1/1 2024-12-18T00:25:16.5810218Z test_nestedtensor 1/1 2024-12-18T00:25:16.5810517Z inductor/test_aot_inductor_arrayref 1/1 2024-12-18T00:25:16.5810857Z torch_np/test_binary_ufuncs 1/1 2024-12-18T00:25:16.5812296Z inductor/test_aot_inductor_custom_ops 1/1 2024-12-18T00:25:16.5812686Z export/test_export_training_ir_to_run_decomp 1/1 2024-12-18T00:25:16.5813062Z inductor/test_binary_folding 1/1 2024-12-18T00:25:16.5813397Z inductor/test_cpp_wrapper_hipify 1/1 2024-12-18T00:25:16.5813730Z dynamo/test_frame_init 1/1 2024-12-18T00:25:16.5814035Z export/test_retraceability 1/1 2024-12-18T00:25:16.5814353Z export/test_export_nonstrict 1/1 2024-12-18T00:25:16.5814689Z inductor/test_gpu_cpp_wrapper 1/1 2024-12-18T00:25:16.5815006Z test_custom_ops 1/1 2024-12-18T00:25:16.5815442Z export/test_cpp_serdes 1/1 2024-12-18T00:25:16.5815790Z inductor/test_loop_ordering 1/1 2024-12-18T00:25:16.5816107Z inductor/test_smoke 1/1 2024-12-18T00:25:16.5816402Z inductor/test_flex_decoding 1/1 2024-12-18T00:25:16.5816718Z inductor/test_kernel_benchmark 1/1 2024-12-18T00:25:16.5817044Z export/test_serdes 1/1 2024-12-18T00:25:16.5817347Z export/test_unflatten_training_ir 1/1 2024-12-18T00:25:16.5817694Z inductor/test_triton_syntax 1/1 2024-12-18T00:25:16.5818008Z inductor/test_config 1/1 2024-12-18T00:25:16.5818295Z inductor/test_debug_trace 1/1 2024-12-18T00:25:16.5818617Z inductor/test_external_callables 1/1 2024-12-18T00:25:16.5818976Z inductor/test_move_constructors_to_cuda 1/1 2024-12-18T00:25:16.5819352Z inductor/test_mkldnn_pattern_matcher 1/1 2024-12-18T00:25:16.5819720Z dynamo/test_inline_inbuilt_nn_modules 1/1 2024-12-18T00:25:16.5820067Z inductor/test_torchinductor 1/2 2024-12-18T00:25:16.5820412Z inductor/test_torchinductor_opinfo 2/7 2024-12-18T00:25:16.5820771Z inductor/test_torchinductor_opinfo 4/7 2024-12-18T00:25:16.5821127Z inductor/test_torchinductor_opinfo 5/7 2024-12-18T00:25:16.5821474Z inductor/test_triton_cpu_backend 1/1 2024-12-18T00:25:16.5821813Z inductor/test_compiled_optimizers 1/1 2024-12-18T00:25:16.5822150Z dynamo/test_base_output 1/1 2024-12-18T00:25:16.5822475Z inductor/test_cooperative_reductions 1/1 2024-12-18T00:25:16.5822818Z inductor/test_b2b_gemm 1/1 2024-12-18T00:25:16.5823108Z test_import_stats 1/1 2024-12-18T00:25:16.5823379Z test_binary_ufuncs 1/1 2024-12-18T00:25:16.5823666Z inductor/test_triton_wrapper 1/1 2024-12-18T00:25:16.5823986Z inductor/test_ck_backend 1/1 2024-12-18T00:25:16.5824316Z export/test_functionalized_assertions 1/1 2024-12-18T00:25:16.5824665Z export/test_tree_utils 1/1 2024-12-18T00:25:16.5833560Z inductor/test_inductor_annotations 1/1 2024-12-18T00:25:16.5833935Z dynamo/test_nops 1/1 2024-12-18T00:25:16.5834224Z inductor/test_utils 1/1 2024-12-18T00:25:16.5834518Z inductor/test_indexing 1/1 2024-12-18T00:25:16.5834820Z inductor/test_pad_mm 1/1 2024-12-18T00:25:16.5835106Z dynamo/test_utils 1/1 2024-12-18T00:25:16.5835390Z inductor/test_select_algorithm 1/1 2024-12-18T00:25:16.5835729Z inductor/test_compile_worker 1/1 2024-12-18T00:25:16.5836059Z functorch/test_aotdispatch 1/1 2024-12-18T00:25:16.5836380Z dynamo/test_interop 1/1 2024-12-18T00:25:16.5836668Z inductor/test_metrics 1/1 2024-12-18T00:25:16.5836961Z inductor/test_triton_kernels 1/1 2024-12-18T00:25:16.5837359Z inductor/test_torchinductor_codegen_dynamic_shapes 1/2 2024-12-18T00:25:16.5837800Z inductor/test_torchinductor_dynamic_shapes 1/2 2024-12-18T00:25:16.5838167Z functorch/test_ops 2/2 2024-12-18T00:25:16.5838478Z inductor/test_coordinate_descent_tuner 1/1 2024-12-18T00:25:16.5838860Z inductor/test_torchinductor_strided_blocks 1/1 2024-12-18T00:25:16.5839240Z dynamo/test_autograd_function 1/1 2024-12-18T00:25:16.5839581Z dynamo/test_skip_guard_eval_unsafe 1/1 2024-12-18T00:25:16.5839930Z inductor/test_aot_inductor_package 1/1 2024-12-18T00:25:16.5840274Z inductor/test_autoheuristic 1/1 2024-12-18T00:25:16.5840585Z dynamo/test_reconstruct 1/1 2024-12-18T00:25:16.5840892Z inductor/test_minifier_utils 1/1 2024-12-18T00:25:16.5841213Z inductor/test_foreach 1/1 2024-12-18T00:25:16.5841628Z inductor/test_fx_fusion 1/1 2024-12-18T00:25:16.5841932Z test_model_exports_to_core_aten 1/1 2024-12-18T00:25:16.5842267Z inductor/test_custom_post_grad_passes 1/1 2024-12-18T00:25:16.5842600Z export/test_tools 1/1 2024-12-18T00:25:16.5842882Z inductor/test_snode_runtime 1/1 2024-12-18T00:25:16.5843179Z dynamo/test_pgo 1/1 2024-12-18T00:25:16.5843452Z dynamo/test_export_mutations 1/1 2024-12-18T00:25:16.5843765Z dynamo/test_sdpa 1/1 2024-12-18T00:25:16.5844039Z dynamo/test_exceptions 1/1 2024-12-18T00:25:16.5844425Z dynamo/test_metrics_context 1/1 2024-12-18T00:25:16.5844867Z profiler/test_cpp_thread 1/1 2024-12-18T00:25:16.5845170Z dynamo/test_recompiles 1/1 2024-12-18T00:25:16.5845470Z inductor/test_control_flow 1/1 2024-12-18T00:25:16.5845770Z xpu/test_conv 1/1 2024-12-18T00:25:16.5846096Z inductor/test_cudagraph_trees_expandable_segments 1/1 2024-12-18T00:25:16.5846489Z dynamo/test_subgraphs 1/1 2024-12-18T00:25:16.5846793Z dynamo/test_pre_dispatch 1/1 2024-12-18T00:25:16.5847115Z inductor/test_decompose_mem_bound_mm 1/1 2024-12-18T00:25:16.5847472Z inductor/test_scatter_optimization 1/1 2024-12-18T00:25:16.5847807Z inductor/test_codegen_triton 1/1 2024-12-18T00:25:16.5848123Z dynamo/test_global 1/1 2024-12-18T00:25:16.5848403Z inductor/test_perf 1/1 2024-12-18T00:25:16.5848711Z inductor/test_graph_transform_observer 1/1 2024-12-18T00:25:16.5849064Z inductor/test_profiler 1/1 2024-12-18T00:25:16.5849345Z export/test_db 1/1 2024-12-18T00:25:16.5849628Z inductor/test_op_dtype_prop 1/1 2024-12-18T00:25:16.5849941Z dynamo/test_compile 1/1 2024-12-18T00:25:16.5850230Z dynamo/test_cudagraphs 1/1 2024-12-18T00:25:16.5850528Z inductor/test_multi_kernel 1/1 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2024-12-18T00:25:16.5855991Z export/test_swap 1/1 2024-12-18T00:25:16.5856264Z test_cuda_sanitizer 1/1 2024-12-18T00:25:16.5856550Z export/test_draft_export 1/1 2024-12-18T00:25:16.5856867Z test_functionalization_of_rng_ops 1/1 2024-12-18T00:25:16.5857201Z export/test_pass_infra 1/1 2024-12-18T00:25:16.5857494Z dynamo/test_trace_rules 1/1 2024-12-18T00:25:16.5857786Z test_pruning_op 1/1 2024-12-18T00:25:16.5858045Z dynamo/test_exc 1/1 2024-12-18T00:25:16.5858294Z nn/test_pruning 1/1 2024-12-18T00:25:16.5858559Z dynamo/test_subclasses 1/1 2024-12-18T00:25:16.5858850Z export/test_export 1/1 2024-12-18T00:25:16.5859130Z dynamo/test_debug_utils 1/1 2024-12-18T00:25:16.5859417Z export/test_lift_unlift 1/1 2024-12-18T00:25:16.5859708Z test_matmul_cuda 1/1 2024-12-18T00:25:16.5859985Z dynamo/test_reorder_logs 1/1 2024-12-18T00:25:16.5860298Z inductor/test_standalone_compile 1/1 2024-12-18T00:25:16.5860633Z dynamo/test_bytecode_utils 1/1 2024-12-18T00:25:16.5860931Z dynamo/test_hooks 1/1 2024-12-18T00:25:16.5861208Z dynamo/test_recompile_ux 1/1 2024-12-18T00:25:16.5861506Z export/test_verifier 1/1 2024-12-18T00:25:16.5861890Z dynamo/test_guard_manager 1/1 2024-12-18T00:25:16.5862192Z export/test_sparse 1/1 2024-12-18T00:25:16.5862476Z dynamo/test_input_attr_tracking 1/1 2024-12-18T00:25:16.5862800Z dynamo/test_minifier 1/1 2024-12-18T00:25:16.5863080Z test_autograd 1/1 2024-12-18T00:25:16.5863382Z torch_np/numpy_tests/lib/test_arraysetops 1/1 2024-12-18T00:25:16.5863754Z lazy/test_extract_compiled_graph 1/1 2024-12-18T00:25:16.5864065Z nn/test_init 1/1 2024-12-18T00:25:16.5864343Z test_functional_autograd_benchmark 1/1 2024-12-18T00:25:16.5864680Z lazy/test_debug_util 1/1 2024-12-18T00:25:16.5865079Z test_shape_ops 1/1 2024-12-18T00:25:16.5865344Z lazy/test_generator 1/1 2024-12-18T00:25:16.5865631Z dynamo/test_python_autograd 1/1 2024-12-18T00:25:16.5865937Z test_package 1/1 2024-12-18T00:25:16.5866196Z dynamo/test_comptime 1/1 2024-12-18T00:25:16.5866482Z test_view_ops 1/1 2024-12-18T00:25:16.5866743Z test_scatter_gather_ops 1/1 2024-12-18T00:25:16.5867036Z test_cuda_multigpu 1/1 2024-12-18T00:25:16.5867312Z lazy/test_reuse_ir 1/1 2024-12-18T00:25:16.5867591Z functorch/test_rearrange 1/1 2024-12-18T00:25:16.5867894Z functorch/test_parsing 1/1 2024-12-18T00:25:16.5868181Z test_mkl_verbose 1/1 2024-12-18T00:25:16.5868442Z test_tensorboard 1/1 2024-12-18T00:25:16.5868712Z test_transformers 1/1 2024-12-18T00:25:16.5868978Z test_license 1/1 2024-12-18T00:25:16.5869235Z test_comparison_utils 1/1 2024-12-18T00:25:16.5869518Z test_mkldnn_verbose 1/1 2024-12-18T00:25:16.5869793Z test_autoload 1/1 2024-12-18T00:25:16.5870064Z test_utils_config_module 1/1 2024-12-18T00:25:16.5870421Z torch_np/numpy_tests/lib/test_function_base 1/1 2024-12-18T00:25:16.5870820Z torch_np/test_unary_ufuncs 1/1 2024-12-18T00:25:16.5871116Z test_ao_sparsity 1/1 2024-12-18T00:25:16.5871392Z backends/xeon/test_launch 1/1 2024-12-18T00:25:16.5871686Z test_file_check 1/1 2024-12-18T00:25:16.5871939Z test_pytree 1/1 2024-12-18T00:25:16.5872184Z test_stateless 1/1 2024-12-18T00:25:16.5872430Z test_modules 1/1 2024-12-18T00:25:16.5872676Z test_decomp 3/12 2024-12-18T00:25:16.5872922Z test_decomp 6/12 2024-12-18T00:25:16.5873165Z test_decomp 9/12 2024-12-18T00:25:16.5873727Z test_decomp 12/12 2024-12-18T00:25:16.5874016Z test_legacy_vmap 1/1 2024-12-18T00:25:16.5874281Z test_subclass 1/1 2024-12-18T00:25:16.5874571Z torch_np/numpy_tests/linalg/test_linalg 1/1 2024-12-18T00:25:16.5874909Z test_dlpack 1/1 2024-12-18T00:25:16.5875162Z nn/test_embedding 1/1 2024-12-18T00:25:16.5875471Z torch_np/numpy_tests/lib/test_type_check 1/1 2024-12-18T00:25:16.5875810Z test_masked 1/1 2024-12-18T00:25:16.5876047Z test_jit 1/1 2024-12-18T00:25:16.5876325Z torch_np/numpy_tests/core/test_indexing 1/1 2024-12-18T00:25:16.5876686Z functorch/test_vmap_registrations 1/1 2024-12-18T00:25:16.5877035Z profiler/test_memory_profiler 1/1 2024-12-18T00:25:16.5877356Z test_maskedtensor 1/1 2024-12-18T00:25:16.5877640Z nn/test_dropout 1/1 2024-12-18T00:25:16.5877893Z test_meta 1/1 2024-12-18T00:25:16.5878131Z test_mkldnn_fusion 1/1 2024-12-18T00:25:16.5878400Z test_vulkan 1/1 2024-12-18T00:25:16.5878637Z test_weak 1/1 2024-12-18T00:25:16.5878888Z optim/test_swa_utils 1/1 2024-12-18T00:25:16.5879170Z test_type_info 1/1 2024-12-18T00:25:16.5879417Z test_futures 1/1 2024-12-18T00:25:16.5879716Z torch_np/numpy_tests/core/test_numerictypes 1/1 2024-12-18T00:25:16.5880080Z test_jit_llga_fuser 1/1 2024-12-18T00:25:16.5880416Z torch_np/numpy_tests/core/test_dtype 1/1 2024-12-18T00:25:16.5880768Z test_jit_fuser_te 1/1 2024-12-18T00:25:16.5881068Z torch_np/numpy_tests/core/test_getlimits 1/1 2024-12-18T00:25:16.5881422Z test_functional_optim 1/1 2024-12-18T00:25:16.5881716Z nn/test_load_state_dict 1/1 2024-12-18T00:25:16.5882014Z torch_np/test_function_base 1/1 2024-12-18T00:25:16.5882314Z test_mkldnn 1/1 2024-12-18T00:25:16.5882723Z test_xnnpack_integration 1/1 2024-12-18T00:25:16.5883019Z test_indexing 1/1 2024-12-18T00:25:16.5883315Z torch_np/numpy_tests/lib/test_shape_base_ 1/1 2024-12-18T00:25:16.5883665Z test_datapipe 1/1 2024-12-18T00:25:16.5883955Z torch_np/numpy_tests/fft/test_pocketfft 1/1 2024-12-18T00:25:16.5884309Z torch_np/test_ndarray_methods 1/1 2024-12-18T00:25:16.5884720Z torch_np/numpy_tests/lib/test_twodim_base 1/1 2024-12-18T00:25:16.5885099Z torch_np/numpy_tests/core/test_dlpack 1/1 2024-12-18T00:25:16.5885475Z torch_np/numpy_tests/lib/test_index_tricks 1/1 2024-12-18T00:25:16.5885963Z nn/test_module_hooks 1/1 2024-12-18T00:25:16.5886250Z test_function_schema 1/1 2024-12-18T00:25:16.5886561Z torch_np/numpy_tests/fft/test_helper 1/1 2024-12-18T00:25:16.5886945Z torch_np/numpy_tests/core/test_scalar_methods 1/1 2024-12-18T00:25:16.5887310Z test_schema_check 1/1 2024-12-18T00:25:16.5887585Z test_unary_ufuncs 1/1 2024-12-18T00:25:16.5887881Z torch_np/numpy_tests/lib/test_arraypad 1/1 2024-12-18T00:25:16.5888241Z torch_np/test_scalars_0D_arrays 1/1 2024-12-18T00:25:16.5888561Z test_jit_autocast 1/1 2024-12-18T00:25:16.5888837Z test_type_promotion 1/1 2024-12-18T00:25:16.5889114Z test_dataloader 1/2 2024-12-18T00:25:16.5889413Z torch_np/numpy_tests/core/test_scalar_ctors 1/1 2024-12-18T00:25:16.5889780Z torch_np/test_reductions 1/1 2024-12-18T00:25:16.5890086Z test_dynamic_shapes 1/1 2024-12-18T00:25:16.5890369Z test_serialization 1/1 2024-12-18T00:25:16.5890641Z test_prims 1/1 2024-12-18T00:25:16.5890889Z test_sparse_csr 1/2 2024-12-18T00:25:16.5891170Z profiler/test_torch_tidy 1/1 2024-12-18T00:25:16.5891457Z test_sparse 1/1 2024-12-18T00:25:16.5891722Z profiler/test_record_function 1/1 2024-12-18T00:25:16.5892056Z profiler/test_execution_trace 1/1 2024-12-18T00:25:16.5892386Z Name: excluded (est. time: 0.0min) 2024-12-18T00:25:16.5892688Z Serial tests (0): 2024-12-18T00:25:16.5892931Z Parallel tests (0): 2024-12-18T00:25:16.5938849Z Running test_public_bindings 1/1 ... [2024-12-18 00:25:16.593477] 2024-12-18T00:25:16.5939362Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:25:16.5942720Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_public_bindings.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:25:16.593832] 2024-12-18T00:25:20.6677398Z 2024-12-18T00:25:20.6678891Z test_public_bindings 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_public_bindings_1.1_686420b164e64d58_.log 2024-12-18T00:25:20.6680444Z Running 0 items in this shard: 2024-12-18T00:25:20.6680909Z 2024-12-18T00:25:20.6682200Z Running inductor/test_aot_inductor 1/1 ... [2024-12-18 00:25:20.667866] 2024-12-18T00:25:20.6682995Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:25:20.6685934Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor.py', '-m', 'serial', '--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 00:25:20.668213] 2024-12-18T00:25:29.8006269Z 2024-12-18T00:25:29.8007549Z inductor/test_aot_inductor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_1.1_3732afdeeb276287_.log 2024-12-18T00:25:29.8008750Z Running 0 items in this shard: 2024-12-18T00:25:29.8008979Z 2024-12-18T00:25:29.8009283Z Running test_cuda_expandable_segments 1/1 ... [2024-12-18 00:25:29.800264] 2024-12-18T00:25:29.8009937Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:25:29.8012455Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cuda_expandable_segments.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:25:29.800788] 2024-12-18T00:25:45.2974669Z 2024-12-18T00:25:45.2975437Z test_cuda_expandable_segments 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_expandable_segments_1.1_3f5471e881f4d750_.log 2024-12-18T00:25:45.2984453Z Running 18 items in this shard: test/test_cuda_expandable_segments.py::TestCuda::test_cuda_kernel_loop_overflow, test/test_cuda_expandable_segments.py::TestCuda::test_cuda_kernel_loop_overflow_large, test/test_cuda_expandable_segments.py::TestCuda::test_get_per_process_memory_fraction, test/test_cuda_expandable_segments.py::TestCuda::test_graph_cudnn_dropout, test/test_cuda_expandable_segments.py::TestCuda::test_graph_make_graphed_callables_parameterless_nograd_module_with_amp_cache_disabled_allow_unused_input, test/test_cuda_expandable_segments.py::TestCuda::test_graph_make_graphed_callables_parameterless_nograd_module_with_amp_cache_enabled_allow_unused_input, test/test_cuda_expandable_segments.py::TestCuda::test_graph_make_graphed_callables_parameterless_nograd_module_without_amp_allow_unused_input, test/test_cuda_expandable_segments.py::TestCuda::test_graph_make_graphed_callables_parameterless_nograd_module_without_amp_not_allow_unused_input, test/test_cuda_expandable_segments.py::TestCuda::test_graph_make_graphed_callables_with_amp_cache_disabled_allow_unused_input, test/test_cuda_expandable_segments.py::TestCuda::test_graph_make_graphed_callables_with_amp_cache_enabled_allow_unused_input, test/test_cuda_expandable_segments.py::TestCuda::test_graph_make_graphed_callables_without_amp_allow_unused_input, test/test_cuda_expandable_segments.py::TestCuda::test_graph_make_graphed_callables_without_amp_not_allow_unused_input, test/test_cuda_expandable_segments.py::TestCuda::test_huge_index, test/test_cuda_expandable_segments.py::TestCuda::test_max_large_axis, test/test_cuda_expandable_segments.py::TestCuda::test_out_of_memory_retry, test/test_cuda_expandable_segments.py::TestCuda::test_repeat_graph_capture_cublas_workspace_memory, test/test_cuda_expandable_segments.py::TestCuda::test_set_per_process_memory_fraction, test/test_cuda_expandable_segments.py::TestCuda::test_to_non_blocking 2024-12-18T00:25:45.2992700Z 2024-12-18T00:25:45.2992952Z Running inductor/test_pattern_matcher 1/1 ... [2024-12-18 00:25:45.297462] 2024-12-18T00:25:45.2993423Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:25:45.2994567Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_pattern_matcher.py', '-m', 'serial', '--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 00:25:45.297801] 2024-12-18T00:25:50.0206247Z 2024-12-18T00:25:50.0207547Z inductor/test_pattern_matcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_pattern_matcher_1.1_f1de80a6e7cf8cf9_.log 2024-12-18T00:25:50.0208435Z Running 0 items in this shard: 2024-12-18T00:25:50.0208641Z 2024-12-18T00:25:50.0209285Z Running dynamo/test_after_aot 1/1 ... [2024-12-18 00:25:50.020569] 2024-12-18T00:25:50.0209936Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:25:50.0213012Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_after_aot.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:25:50.020908] 2024-12-18T00:25:53.8928809Z 2024-12-18T00:25:53.8930027Z dynamo/test_after_aot 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_after_aot_1.1_bf3c9231b18fdd21_.log 2024-12-18T00:25:53.8930819Z Running 0 items in this shard: 2024-12-18T00:25:53.8931026Z 2024-12-18T00:25:53.8931296Z Running inductor/test_cpu_repro 1/1 ... [2024-12-18 00:25:53.892840] 2024-12-18T00:25:53.8931752Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:25:53.8935548Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpu_repro.py', '-m', 'serial', '--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 00:25:53.893184] 2024-12-18T00:26:01.2713541Z 2024-12-18T00:26:01.2715237Z inductor/test_cpu_repro 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_repro_1.1_267423f74bc81aac_.log 2024-12-18T00:26:01.2716588Z Running 0 items in this shard: 2024-12-18T00:26:01.2716888Z 2024-12-18T00:26:01.2717181Z Running inductor/test_minifier 1/1 ... [2024-12-18 00:26:01.271257] 2024-12-18T00:26:01.2718368Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:26:01.2721712Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_minifier.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:26:01.271767] 2024-12-18T00:26:05.1941588Z 2024-12-18T00:26:05.1942715Z inductor/test_minifier 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_minifier_1.1_739bd1ec42807501_.log 2024-12-18T00:26:05.1943540Z Running 0 items in this shard: 2024-12-18T00:26:05.1943741Z 2024-12-18T00:26:05.1944273Z Running inductor/test_split_cat_fx_passes 1/1 ... [2024-12-18 00:26:05.194139] 2024-12-18T00:26:05.1944756Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:26:05.1949612Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_split_cat_fx_passes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:26:05.194572] 2024-12-18T00:26:09.7685431Z 2024-12-18T00:26:09.7686605Z inductor/test_split_cat_fx_passes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_split_cat_fx_passes_1.1_66273d5f9444bcae_.log 2024-12-18T00:26:09.7687539Z Running 0 items in this shard: 2024-12-18T00:26:09.7687739Z 2024-12-18T00:26:09.7690787Z Running dynamo/test_higher_order_ops 1/1 ... [2024-12-18 00:26:09.768733] 2024-12-18T00:26:09.7691273Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:26:09.7694691Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_higher_order_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:26:09.769104] 2024-12-18T00:26:13.7409995Z 2024-12-18T00:26:13.7412038Z dynamo/test_higher_order_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_higher_order_ops_1.1_d11a3ca8d746817a_.log 2024-12-18T00:26:13.7414258Z Running 0 items in this shard: 2024-12-18T00:26:13.7414645Z 2024-12-18T00:26:13.7415041Z Running dynamo/test_repros 1/1 ... [2024-12-18 00:26:13.741063] 2024-12-18T00:26:13.7415794Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:26:13.7420390Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_repros.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:26:13.741650] 2024-12-18T00:26:18.0646018Z 2024-12-18T00:26:18.0646978Z dynamo/test_repros 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_repros_1.1_cda3f14942e67f7a_.log 2024-12-18T00:26:18.0647747Z Running 0 items in this shard: 2024-12-18T00:26:18.0647977Z 2024-12-18T00:26:18.0648776Z Running inductor/test_inductor_freezing 1/1 ... [2024-12-18 00:26:18.064592] 2024-12-18T00:26:18.0649252Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:26:18.0653037Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inductor_freezing.py', '-m', 'serial', '--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 00:26:18.064943] 2024-12-18T00:26:25.1927047Z 2024-12-18T00:26:25.1928420Z inductor/test_inductor_freezing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_freezing_1.1_a048ff875815aa9a_.log 2024-12-18T00:26:25.1929394Z Running 0 items in this shard: 2024-12-18T00:26:25.1929665Z 2024-12-18T00:26:25.1930287Z Running dynamo/test_backends 1/1 ... [2024-12-18 00:26:25.192680] 2024-12-18T00:26:25.1930906Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:26:25.1934885Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_backends.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:26:25.193055] 2024-12-18T00:26:29.0647646Z 2024-12-18T00:26:29.0649019Z dynamo/test_backends 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_backends_1.1_70872a6c6b9e372c_.log 2024-12-18T00:26:29.0649863Z Running 0 items in this shard: 2024-12-18T00:26:29.0650063Z 2024-12-18T00:26:29.0650283Z Running inductor/test_mmdecomp 1/1 ... [2024-12-18 00:26:29.064664] 2024-12-18T00:26:29.0650716Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:26:29.0653658Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mmdecomp.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:26:29.065010] 2024-12-18T00:26:33.4380886Z 2024-12-18T00:26:33.4382406Z inductor/test_mmdecomp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mmdecomp_1.1_87cd438ad98ff8e6_.log 2024-12-18T00:26:33.4383561Z Running 0 items in this shard: 2024-12-18T00:26:33.4383891Z 2024-12-18T00:26:33.4384231Z Running dynamo/test_misc 1/1 ... [2024-12-18 00:26:33.438076] 2024-12-18T00:26:33.4384853Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:26:33.4388357Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_misc.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:26:33.438432] 2024-12-18T00:26:38.6623281Z 2024-12-18T00:26:38.6625283Z dynamo/test_misc 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_misc_1.1_f75859d3cc99c1b3_.log 2024-12-18T00:26:38.6626580Z Running 0 items in this shard: 2024-12-18T00:26:38.6626908Z 2024-12-18T00:26:38.6627233Z Running dynamo/test_logging 1/1 ... [2024-12-18 00:26:38.662136] 2024-12-18T00:26:38.6627958Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:26:38.6629937Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_logging.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:26:38.662596] 2024-12-18T00:26:42.5842778Z 2024-12-18T00:26:42.5844100Z dynamo/test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_logging_1.1_22b915ef2813baf6_.log 2024-12-18T00:26:42.5844887Z Running 0 items in this shard: 2024-12-18T00:26:42.5845153Z 2024-12-18T00:26:42.5846100Z Running dynamo/test_unspec 1/1 ... [2024-12-18 00:26:42.584325] 2024-12-18T00:26:42.5846656Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:26:42.5851063Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_unspec.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:26:42.584729] 2024-12-18T00:26:46.4561073Z 2024-12-18T00:26:46.4563267Z dynamo/test_unspec 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_unspec_1.1_f55db9fec1781c0d_.log 2024-12-18T00:26:46.4564130Z Running 0 items in this shard: 2024-12-18T00:26:46.4564383Z 2024-12-18T00:26:46.4564635Z Running inductor/test_compiled_autograd 1/1 ... [2024-12-18 00:26:46.456165] 2024-12-18T00:26:46.4565230Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:26:46.4569541Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compiled_autograd.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:26:46.456561] 2024-12-18T00:26:53.8850935Z 2024-12-18T00:26:53.8852174Z inductor/test_compiled_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compiled_autograd_1.1_046c333811d7de47_.log 2024-12-18T00:26:53.8853073Z Running 0 items in this shard: 2024-12-18T00:26:53.8853303Z 2024-12-18T00:26:53.8853530Z Running test_content_store 1/1 ... [2024-12-18 00:26:53.885043] 2024-12-18T00:26:53.8854032Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:26:53.8857466Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_content_store.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:26:53.885407] 2024-12-18T00:26:58.1075592Z 2024-12-18T00:26:58.1076657Z test_content_store 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_content_store_1.1_d64eabac52bda0d2_.log 2024-12-18T00:26:58.1077483Z Running 0 items in this shard: 2024-12-18T00:26:58.1077792Z 2024-12-18T00:26:58.1078262Z Running inductor/test_cudacodecache 1/1 ... [2024-12-18 00:26:58.107435] 2024-12-18T00:26:58.1078753Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:26:58.1081482Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cudacodecache.py', '-m', 'serial', '--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 00:26:58.107799] 2024-12-18T00:27:01.9793178Z 2024-12-18T00:27:01.9794235Z inductor/test_cudacodecache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudacodecache_1.1_d5006c5ddb72dfef_.log 2024-12-18T00:27:01.9795118Z Running 0 items in this shard: 2024-12-18T00:27:01.9795324Z 2024-12-18T00:27:01.9796256Z Running test_testing 1/1 ... [2024-12-18 00:27:01.979341] 2024-12-18T00:27:01.9796738Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:27:01.9800891Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_testing.py', '-m', 'serial', '--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 00:27:01.979727] 2024-12-18T00:27:07.6044176Z 2024-12-18T00:27:07.6045203Z test_testing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_testing_1.1_b47a02b783fcf317_.log 2024-12-18T00:27:07.6046009Z Running 0 items in this shard: 2024-12-18T00:27:07.6046278Z 2024-12-18T00:27:07.6049162Z Running inductor/test_triton_extension_backend 1/1 ... [2024-12-18 00:27:07.604578] 2024-12-18T00:27:07.6049696Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:27:07.6052935Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_extension_backend.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:27:07.604937] 2024-12-18T00:27:14.6822598Z 2024-12-18T00:27:14.6823802Z inductor/test_triton_extension_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_extension_backend_1.1_f1cf81c781b5c5fe_.log 2024-12-18T00:27:14.6825165Z Running 0 items in this shard: 2024-12-18T00:27:14.6825364Z 2024-12-18T00:27:14.6825968Z Running inductor/test_extension_backend 1/1 ... [2024-12-18 00:27:14.682316] 2024-12-18T00:27:14.6826457Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:27:14.6830741Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_extension_backend.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:27:14.682714] 2024-12-18T00:27:21.8117988Z 2024-12-18T00:27:21.8119084Z inductor/test_extension_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_extension_backend_1.1_e899da454c9e68e2_.log 2024-12-18T00:27:21.8120104Z Running 0 items in this shard: 2024-12-18T00:27:21.8120311Z 2024-12-18T00:27:21.8120568Z Running functorch/test_eager_transforms 1/1 ... [2024-12-18 00:27:21.811633] 2024-12-18T00:27:21.8121075Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:27:21.8123668Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_eager_transforms.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:27:21.812036] 2024-12-18T00:27:27.3869992Z 2024-12-18T00:27:27.3871170Z functorch/test_eager_transforms 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_eager_transforms_1.1_fda3cfac7adccb59_.log 2024-12-18T00:27:27.3872096Z Running 0 items in this shard: 2024-12-18T00:27:27.3872304Z 2024-12-18T00:27:27.3872867Z Running test_nestedtensor 1/1 ... [2024-12-18 00:27:27.386995] 2024-12-18T00:27:27.3873290Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:27:27.3877952Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_nestedtensor.py', '-m', 'serial', '--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 00:27:27.387405] 2024-12-18T00:27:32.9620360Z 2024-12-18T00:27:32.9621501Z test_nestedtensor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_nestedtensor_1.1_eb9ef5f92622fd59_.log 2024-12-18T00:27:32.9622266Z Running 0 items in this shard: 2024-12-18T00:27:32.9622462Z 2024-12-18T00:27:32.9624461Z Running inductor/test_aot_inductor_arrayref 1/1 ... [2024-12-18 00:27:32.962067] 2024-12-18T00:27:32.9625237Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:27:32.9629233Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor_arrayref.py', '-m', 'serial', '--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 00:27:32.962486] 2024-12-18T00:27:40.1401712Z 2024-12-18T00:27:40.1403261Z inductor/test_aot_inductor_arrayref 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_arrayref_1.1_91ed828880bf852f_.log 2024-12-18T00:27:40.1404339Z Running 0 items in this shard: 2024-12-18T00:27:40.1404623Z 2024-12-18T00:27:40.1405022Z Running torch_np/test_binary_ufuncs 1/1 ... [2024-12-18 00:27:40.140141] 2024-12-18T00:27:40.1405537Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:27:40.1409178Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_binary_ufuncs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:27:40.140516] 2024-12-18T00:27:44.0120531Z 2024-12-18T00:27:44.0122007Z 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_f4e0cc5cfa1562cb_.log 2024-12-18T00:27:44.0123688Z Running 0 items in this shard: 2024-12-18T00:27:44.0123911Z 2024-12-18T00:27:44.0124184Z Running inductor/test_aot_inductor_custom_ops 1/1 ... [2024-12-18 00:27:44.012030] 2024-12-18T00:27:44.0124689Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:27:44.0128176Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor_custom_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:27:44.012413] 2024-12-18T00:27:51.1404480Z 2024-12-18T00:27:51.1405547Z 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_a62fa19cb38365e4_.log 2024-12-18T00:27:51.1406471Z Running 0 items in this shard: 2024-12-18T00:27:51.1406668Z 2024-12-18T00:27:51.1408581Z Running export/test_export_training_ir_to_run_decomp 1/1 ... [2024-12-18 00:27:51.140531] 2024-12-18T00:27:51.1409138Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:27:51.1413043Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_training_ir_to_run_decomp.py', '-m', 'serial', '--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 00:27:51.140908] 2024-12-18T00:27:56.0146835Z 2024-12-18T00:27:56.0148493Z export/test_export_training_ir_to_run_decomp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_training_ir_to_run_decomp_1.1_8d725a168013258b_.log 2024-12-18T00:27:56.0149493Z Running 0 items in this shard: 2024-12-18T00:27:56.0149700Z 2024-12-18T00:27:56.0150258Z Running inductor/test_binary_folding 1/1 ... [2024-12-18 00:27:56.014699] 2024-12-18T00:27:56.0150934Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:27:56.0155253Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_binary_folding.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:27:56.015104] 2024-12-18T00:28:03.1958367Z 2024-12-18T00:28:03.1959427Z 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_eb4931f48df52101_.log 2024-12-18T00:28:03.1960311Z Running 0 items in this shard: 2024-12-18T00:28:03.1960520Z 2024-12-18T00:28:03.1960803Z Running inductor/test_cpp_wrapper_hipify 1/1 ... [2024-12-18 00:28:03.195564] 2024-12-18T00:28:03.1961288Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:28:03.1963098Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpp_wrapper_hipify.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:28:03.195990] 2024-12-18T00:28:06.8671245Z 2024-12-18T00:28:06.8672869Z inductor/test_cpp_wrapper_hipify 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpp_wrapper_hipify_1.1_b380e12cd3b58bb8_.log 2024-12-18T00:28:06.8674158Z Running 0 items in this shard: 2024-12-18T00:28:06.8674362Z 2024-12-18T00:28:06.8674580Z Running dynamo/test_frame_init 1/1 ... [2024-12-18 00:28:06.867140] 2024-12-18T00:28:06.8675016Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:28:06.8679093Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_frame_init.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:28:06.867515] 2024-12-18T00:28:10.6888061Z 2024-12-18T00:28:10.6888956Z dynamo/test_frame_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_frame_init_1.1_c775c3290d772eda_.log 2024-12-18T00:28:10.6890243Z Running 0 items in this shard: 2024-12-18T00:28:10.6890450Z 2024-12-18T00:28:10.6891223Z Running export/test_retraceability 1/1 ... [2024-12-18 00:28:10.688839] 2024-12-18T00:28:10.6891685Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:28:10.6896141Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_retraceability.py', '-m', 'serial', '--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 00:28:10.689208] 2024-12-18T00:28:15.5125391Z 2024-12-18T00:28:15.5127004Z export/test_retraceability 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_retraceability_1.1_84d1d4417a136dc8_.log 2024-12-18T00:28:15.5129009Z Running 0 items in this shard: 2024-12-18T00:28:15.5129413Z 2024-12-18T00:28:15.5129856Z Running export/test_export_nonstrict 1/1 ... [2024-12-18 00:28:15.512619] 2024-12-18T00:28:15.5130666Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:28:15.5135449Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_nonstrict.py', '-m', 'serial', '--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 00:28:15.513162] 2024-12-18T00:28:20.3374256Z 2024-12-18T00:28:20.3375566Z export/test_export_nonstrict 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_nonstrict_1.1_1db9fc963f2fd974_.log 2024-12-18T00:28:20.3376537Z Running 0 items in this shard: 2024-12-18T00:28:20.3376741Z 2024-12-18T00:28:20.3377062Z Running inductor/test_gpu_cpp_wrapper 1/1 ... [2024-12-18 00:28:20.337354] 2024-12-18T00:28:20.3377548Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:28:20.3380958Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_gpu_cpp_wrapper.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:28:20.337723] 2024-12-18T00:28:28.0666995Z 2024-12-18T00:28:28.0668084Z inductor/test_gpu_cpp_wrapper 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_gpu_cpp_wrapper_1.1_c6353bc5677218da_.log 2024-12-18T00:28:28.0668975Z Running 0 items in this shard: 2024-12-18T00:28:28.0669171Z 2024-12-18T00:28:28.0669616Z Running test_custom_ops 1/1 ... [2024-12-18 00:28:28.066692] 2024-12-18T00:28:28.0670021Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:28:28.0674847Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_custom_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:28:28.067068] 2024-12-18T00:28:33.0920353Z 2024-12-18T00:28:33.0921415Z test_custom_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_custom_ops_1.1_4492458d9f22dfd1_.log 2024-12-18T00:28:33.0922217Z Running 0 items in this shard: 2024-12-18T00:28:33.0922480Z 2024-12-18T00:28:33.0924317Z Running export/test_cpp_serdes 1/1 ... [2024-12-18 00:28:33.092122] 2024-12-18T00:28:33.0924780Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:28:33.0928410Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_cpp_serdes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:28:33.092487] 2024-12-18T00:28:37.9158768Z 2024-12-18T00:28:37.9159723Z export/test_cpp_serdes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_cpp_serdes_1.1_6992e1533b9e884f_.log 2024-12-18T00:28:37.9160969Z Running 0 items in this shard: 2024-12-18T00:28:37.9161177Z 2024-12-18T00:28:37.9162146Z Running inductor/test_loop_ordering 1/1 ... [2024-12-18 00:28:37.915785] 2024-12-18T00:28:37.9162610Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:28:37.9166070Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_loop_ordering.py', '-m', 'serial', '--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 00:28:37.916173] 2024-12-18T00:28:42.6897679Z 2024-12-18T00:28:42.6899070Z inductor/test_loop_ordering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_loop_ordering_1.1_41b6afcdec92c456_.log 2024-12-18T00:28:42.6899947Z Running 0 items in this shard: 2024-12-18T00:28:42.6900146Z 2024-12-18T00:28:42.6900564Z Running inductor/test_smoke 1/1 ... [2024-12-18 00:28:42.689745] 2024-12-18T00:28:42.6901013Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:28:42.6905509Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_smoke.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:28:42.690149] 2024-12-18T00:28:46.5621872Z 2024-12-18T00:28:46.5623064Z inductor/test_smoke 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_smoke_1.1_04d12e603c2d93bc_.log 2024-12-18T00:28:46.5623750Z 2024-12-18T00:28:46.5624391Z Running inductor/test_flex_decoding 1/1 ... [2024-12-18 00:28:46.562094] 2024-12-18T00:28:46.5624854Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:28:46.5628887Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_flex_decoding.py', '-m', 'serial', '--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 00:28:46.562504] 2024-12-18T00:28:50.8346677Z 2024-12-18T00:28:50.8348037Z inductor/test_flex_decoding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_flex_decoding_1.1_c51bbb43777e358f_.log 2024-12-18T00:28:50.8348903Z Running 0 items in this shard: 2024-12-18T00:28:50.8349108Z 2024-12-18T00:28:50.8349446Z Running inductor/test_kernel_benchmark 1/1 ... [2024-12-18 00:28:50.834640] 2024-12-18T00:28:50.8350113Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:28:50.8353965Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_kernel_benchmark.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:28:50.834973] 2024-12-18T00:28:54.9073119Z 2024-12-18T00:28:54.9074679Z inductor/test_kernel_benchmark 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_kernel_benchmark_1.1_c7d1110d9fa27e0c_.log 2024-12-18T00:28:54.9075791Z Running 0 items in this shard: 2024-12-18T00:28:54.9075994Z 2024-12-18T00:28:54.9076228Z Running export/test_serdes 1/1 ... [2024-12-18 00:28:54.907278] 2024-12-18T00:28:54.9076662Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:28:54.9080901Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_serdes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:28:54.907695] 2024-12-18T00:28:59.7818200Z 2024-12-18T00:28:59.7819217Z export/test_serdes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_serdes_1.1_0bc1b3596645d282_.log 2024-12-18T00:28:59.7819993Z Running 0 items in this shard: 2024-12-18T00:28:59.7820195Z 2024-12-18T00:28:59.7822568Z Running export/test_unflatten_training_ir 1/1 ... [2024-12-18 00:28:59.781955] 2024-12-18T00:28:59.7823477Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:28:59.7826987Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_unflatten_training_ir.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:28:59.782342] 2024-12-18T00:29:03.7041952Z 2024-12-18T00:29:03.7043545Z export/test_unflatten_training_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_unflatten_training_ir_1.1_40d024e1dd091b87_.log 2024-12-18T00:29:03.7044482Z Running 0 items in this shard: 2024-12-18T00:29:03.7044750Z 2024-12-18T00:29:03.7045220Z Running inductor/test_triton_syntax 1/1 ... [2024-12-18 00:29:03.704263] 2024-12-18T00:29:03.7045771Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:29:03.7050245Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_syntax.py', '-m', 'serial', '--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 00:29:03.704654] 2024-12-18T00:29:07.5776512Z 2024-12-18T00:29:07.5777680Z inductor/test_triton_syntax 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_syntax_1.1_0e688d7bc8cad49d_.log 2024-12-18T00:29:07.5778551Z Running 0 items in this shard: 2024-12-18T00:29:07.5778751Z 2024-12-18T00:29:07.5780533Z Running inductor/test_config 1/1 ... [2024-12-18 00:29:07.577706] 2024-12-18T00:29:07.5780998Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:29:07.5785273Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_config.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:29:07.578128] 2024-12-18T00:29:13.2536320Z 2024-12-18T00:29:13.2537763Z inductor/test_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_config_1.1_bd1e3db5fd192d57_.log 2024-12-18T00:29:13.2538609Z Running 0 items in this shard: 2024-12-18T00:29:13.2538914Z 2024-12-18T00:29:13.2539251Z Running inductor/test_debug_trace 1/1 ... [2024-12-18 00:29:13.253564] 2024-12-18T00:29:13.2539940Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:29:13.2543957Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_debug_trace.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:29:13.253992] 2024-12-18T00:29:20.3818608Z 2024-12-18T00:29:20.3819638Z inductor/test_debug_trace 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_debug_trace_1.1_7cc9f19ea7fc10e7_.log 2024-12-18T00:29:20.3820502Z Running 0 items in this shard: 2024-12-18T00:29:20.3820709Z 2024-12-18T00:29:20.3821594Z Running inductor/test_external_callables 1/1 ... [2024-12-18 00:29:20.381868] 2024-12-18T00:29:20.3822087Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:29:20.3825940Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_external_callables.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:29:20.382224] 2024-12-18T00:29:24.4539111Z 2024-12-18T00:29:24.4540730Z inductor/test_external_callables 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_external_callables_1.1_e216db6b940942ab_.log 2024-12-18T00:29:24.4541799Z Running 0 items in this shard: 2024-12-18T00:29:24.4542056Z 2024-12-18T00:29:24.4545586Z Running inductor/test_move_constructors_to_cuda 1/1 ... [2024-12-18 00:29:24.454140] 2024-12-18T00:29:24.4546514Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:29:24.4549691Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_move_constructors_to_cuda.py', '-m', 'serial', '--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 00:29:24.454611] 2024-12-18T00:29:28.5272547Z 2024-12-18T00:29:28.5274428Z inductor/test_move_constructors_to_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_move_constructors_to_cuda_1.1_ff38629efef591e4_.log 2024-12-18T00:29:28.5275397Z Running 0 items in this shard: 2024-12-18T00:29:28.5275601Z 2024-12-18T00:29:28.5275878Z Running inductor/test_mkldnn_pattern_matcher 1/1 ... [2024-12-18 00:29:28.527266] 2024-12-18T00:29:28.5276424Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:29:28.5281607Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mkldnn_pattern_matcher.py', '-m', 'serial', '--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 00:29:28.527753] 2024-12-18T00:29:34.4533431Z 2024-12-18T00:29:34.4535215Z inductor/test_mkldnn_pattern_matcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mkldnn_pattern_matcher_1.1_e29cb20b77fe1136_.log 2024-12-18T00:29:34.4536270Z Running 0 items in this shard: 2024-12-18T00:29:34.4536557Z 2024-12-18T00:29:34.4537101Z Running dynamo/test_inline_inbuilt_nn_modules 1/1 ... [2024-12-18 00:29:34.453349] 2024-12-18T00:29:34.4537620Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:29:34.4541652Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_inline_inbuilt_nn_modules.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:29:34.453772] 2024-12-18T00:29:40.0288091Z 2024-12-18T00:29:40.0289107Z dynamo/test_inline_inbuilt_nn_modules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_inline_inbuilt_nn_modules_1.1_2b57384f55932a8c_.log 2024-12-18T00:29:40.0290046Z Running 0 items in this shard: 2024-12-18T00:29:40.0290253Z 2024-12-18T00:29:40.0291152Z Running inductor/test_torchinductor 1/2 ... [2024-12-18 00:29:40.028806] 2024-12-18T00:29:40.0291628Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:29:40.0295931Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:29:40.029196] 2024-12-18T00:29:47.5586717Z 2024-12-18T00:29:47.5587853Z inductor/test_torchinductor 1/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_1.2_a6162644dc534445_.log 2024-12-18T00:29:47.5589373Z Running 2 items in this shard: test/inductor/test_torchinductor.py::CpuTests::test_large_block_sizes_cpu, test/inductor/test_torchinductor.py::GPUTests::test_large_block_sizes_cuda 2024-12-18T00:29:47.5590182Z 2024-12-18T00:29:47.5590464Z Running inductor/test_torchinductor_opinfo 2/7 ... [2024-12-18 00:29:47.558696] 2024-12-18T00:29:47.5590961Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:29:47.5594660Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'serial', '--shard-id=2', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:29:47.559103] 2024-12-18T00:29:56.3396472Z 2024-12-18T00:29:56.3397536Z inductor/test_torchinductor_opinfo 2/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_2.7_c5385c932377e7b5_.log 2024-12-18T00:29:56.3398849Z Running 0 items in this shard: 2024-12-18T00:29:56.3399047Z 2024-12-18T00:29:56.3399951Z Running inductor/test_torchinductor_opinfo 4/7 ... [2024-12-18 00:29:56.339727] 2024-12-18T00:29:56.3400459Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:29:56.3405420Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'serial', '--shard-id=4', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:29:56.340145] 2024-12-18T00:30:05.0716735Z 2024-12-18T00:30:05.0717765Z inductor/test_torchinductor_opinfo 4/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_4.7_9e94ef34bdcc3963_.log 2024-12-18T00:30:05.0718712Z Running 0 items in this shard: 2024-12-18T00:30:05.0718925Z 2024-12-18T00:30:05.0719570Z Running inductor/test_torchinductor_opinfo 5/7 ... [2024-12-18 00:30:05.071718] 2024-12-18T00:30:05.0720098Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:30:05.0724012Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'serial', '--shard-id=5', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:30:05.072103] 2024-12-18T00:30:13.9029291Z 2024-12-18T00:30:13.9030455Z inductor/test_torchinductor_opinfo 5/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_5.7_5fd4fa7b69d0ba3f_.log 2024-12-18T00:30:13.9031398Z Running 0 items in this shard: 2024-12-18T00:30:13.9031596Z 2024-12-18T00:30:13.9033420Z Running inductor/test_triton_cpu_backend 1/1 ... [2024-12-18 00:30:13.902941] 2024-12-18T00:30:13.9034021Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:30:13.9037433Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_cpu_backend.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:30:13.903361] 2024-12-18T00:30:20.9318701Z 2024-12-18T00:30:20.9320037Z inductor/test_triton_cpu_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_cpu_backend_1.1_f2b700c79e15eec6_.log 2024-12-18T00:30:20.9320836Z 2024-12-18T00:30:20.9321108Z Running inductor/test_compiled_optimizers 1/1 ... [2024-12-18 00:30:20.931072] 2024-12-18T00:30:20.9321632Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:30:20.9322803Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compiled_optimizers.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:30:20.931437] 2024-12-18T00:30:29.0616820Z 2024-12-18T00:30:29.0618048Z inductor/test_compiled_optimizers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compiled_optimizers_1.1_98bbd83f709cfd26_.log 2024-12-18T00:30:29.0618981Z Running 0 items in this shard: 2024-12-18T00:30:29.0619181Z 2024-12-18T00:30:29.0620172Z Running dynamo/test_base_output 1/1 ... [2024-12-18 00:30:29.061712] 2024-12-18T00:30:29.0620617Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:30:29.0625484Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_base_output.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:30:29.062129] 2024-12-18T00:30:32.9336961Z 2024-12-18T00:30:32.9338120Z 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_5f460c9405fdad08_.log 2024-12-18T00:30:32.9339443Z Running 0 items in this shard: 2024-12-18T00:30:32.9339659Z 2024-12-18T00:30:32.9340531Z Running inductor/test_cooperative_reductions 1/1 ... [2024-12-18 00:30:32.933767] 2024-12-18T00:30:32.9341049Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:30:32.9345372Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cooperative_reductions.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:30:32.934162] 2024-12-18T00:30:37.2568436Z 2024-12-18T00:30:37.2570345Z 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_3132a692cc45cfea_.log 2024-12-18T00:30:37.2571902Z Running 0 items in this shard: 2024-12-18T00:30:37.2572102Z 2024-12-18T00:30:37.2572322Z Running inductor/test_b2b_gemm 1/1 ... [2024-12-18 00:30:37.256729] 2024-12-18T00:30:37.2572779Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:30:37.2575491Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_b2b_gemm.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:30:37.257117] 2024-12-18T00:30:41.1794157Z 2024-12-18T00:30:41.1795216Z inductor/test_b2b_gemm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_b2b_gemm_1.1_04d202f6281b7568_.log 2024-12-18T00:30:41.1796054Z Running 0 items in this shard: 2024-12-18T00:30:41.1796259Z 2024-12-18T00:30:41.1797488Z Running test_import_stats 1/1 ... [2024-12-18 00:30:41.179414] 2024-12-18T00:30:41.1797907Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:30:41.1801998Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_import_stats.py', '-m', 'serial', '--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 00:30:41.179809] 2024-12-18T00:30:45.0016118Z 2024-12-18T00:30:45.0017018Z test_import_stats 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_import_stats_1.1_5df98b5b285bbf57_.log 2024-12-18T00:30:45.0017764Z Running 0 items in this shard: 2024-12-18T00:30:45.0017966Z 2024-12-18T00:30:45.0019793Z Running test_binary_ufuncs 1/1 ... [2024-12-18 00:30:45.001628] 2024-12-18T00:30:45.0020362Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:30:45.0024021Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_binary_ufuncs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:30:45.002012] 2024-12-18T00:30:52.8805265Z 2024-12-18T00:30:52.8806430Z test_binary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_binary_ufuncs_1.1_fe73db69457cffcb_.log 2024-12-18T00:30:52.8807240Z Running 0 items in this shard: 2024-12-18T00:30:52.8807447Z 2024-12-18T00:30:52.8808303Z Running inductor/test_triton_wrapper 1/1 ... [2024-12-18 00:30:52.880542] 2024-12-18T00:30:52.8808775Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:30:52.8812714Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_wrapper.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:30:52.880906] 2024-12-18T00:30:56.7527487Z 2024-12-18T00:30:56.7528423Z inductor/test_triton_wrapper 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_wrapper_1.1_5a85ab071ab81837_.log 2024-12-18T00:30:56.7529285Z Running 0 items in this shard: 2024-12-18T00:30:56.7529488Z 2024-12-18T00:30:56.7531808Z Running inductor/test_ck_backend 1/1 ... [2024-12-18 00:30:56.752865] 2024-12-18T00:30:56.7532260Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:30:56.7536307Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_ck_backend.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:30:56.753270] 2024-12-18T00:31:02.6293789Z 2024-12-18T00:31:02.6295319Z inductor/test_ck_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_ck_backend_1.1_7d7e69fce676290d_.log 2024-12-18T00:31:02.6296170Z Running 0 items in this shard: 2024-12-18T00:31:02.6296378Z 2024-12-18T00:31:02.6296695Z Running export/test_functionalized_assertions 1/1 ... [2024-12-18 00:31:02.629388] 2024-12-18T00:31:02.6297229Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:31:02.6301909Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_functionalized_assertions.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:31:02.629797] 2024-12-18T00:31:06.4520562Z 2024-12-18T00:31:06.4521837Z export/test_functionalized_assertions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_functionalized_assertions_1.1_b836de1c6c6607a2_.log 2024-12-18T00:31:06.4522801Z Running 0 items in this shard: 2024-12-18T00:31:06.4523000Z 2024-12-18T00:31:06.4525346Z Running export/test_tree_utils 1/1 ... [2024-12-18 00:31:06.452256] 2024-12-18T00:31:06.4525811Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:31:06.4530304Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_tree_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:31:06.452651] 2024-12-18T00:31:10.2741598Z 2024-12-18T00:31:10.2742563Z export/test_tree_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_tree_utils_1.1_49c49bae9d78bba3_.log 2024-12-18T00:31:10.2743372Z Running 0 items in this shard: 2024-12-18T00:31:10.2743626Z 2024-12-18T00:31:10.2744469Z Running inductor/test_inductor_annotations 1/1 ... [2024-12-18 00:31:10.274188] 2024-12-18T00:31:10.2745014Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:31:10.2749038Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inductor_annotations.py', '-m', 'serial', '--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 00:31:10.274560] 2024-12-18T00:31:14.1466158Z 2024-12-18T00:31:14.1467348Z inductor/test_inductor_annotations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_annotations_1.1_4686cda7abfd5840_.log 2024-12-18T00:31:14.1468300Z Running 0 items in this shard: 2024-12-18T00:31:14.1468501Z 2024-12-18T00:31:14.1469194Z Running dynamo/test_nops 1/1 ... [2024-12-18 00:31:14.146627] 2024-12-18T00:31:14.1469606Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:31:14.1474205Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_nops.py', '-m', 'serial', '--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 00:31:14.147023] 2024-12-18T00:31:18.0193830Z 2024-12-18T00:31:18.0194908Z dynamo/test_nops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_nops_1.1_d5be951e5db55dbb_.log 2024-12-18T00:31:18.0195668Z Running 0 items in this shard: 2024-12-18T00:31:18.0195868Z 2024-12-18T00:31:18.0196104Z Running inductor/test_utils 1/1 ... [2024-12-18 00:31:18.019355] 2024-12-18T00:31:18.0197173Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:31:18.0201047Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:31:18.019745] 2024-12-18T00:31:21.8412437Z 2024-12-18T00:31:21.8413478Z inductor/test_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_utils_1.1_07129717cc3631fb_.log 2024-12-18T00:31:21.8414726Z Running 0 items in this shard: 2024-12-18T00:31:21.8414936Z 2024-12-18T00:31:21.8415620Z Running inductor/test_indexing 1/1 ... [2024-12-18 00:31:21.841284] 2024-12-18T00:31:21.8416062Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:31:21.8420293Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_indexing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:31:21.841653] 2024-12-18T00:31:27.5674029Z 2024-12-18T00:31:27.5674936Z inductor/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_indexing_1.1_7452b71f0365e8cf_.log 2024-12-18T00:31:27.5675744Z Running 0 items in this shard: 2024-12-18T00:31:27.5675940Z 2024-12-18T00:31:27.5676494Z Running inductor/test_pad_mm 1/1 ... [2024-12-18 00:31:27.567354] 2024-12-18T00:31:27.5676953Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:31:27.5681287Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_pad_mm.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:31:27.567756] 2024-12-18T00:31:32.0910335Z 2024-12-18T00:31:32.0911724Z inductor/test_pad_mm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_pad_mm_1.1_e154d5ecd7d5ae69_.log 2024-12-18T00:31:32.0912656Z Running 0 items in this shard: 2024-12-18T00:31:32.0912955Z 2024-12-18T00:31:32.0913601Z Running dynamo/test_utils 1/1 ... [2024-12-18 00:31:32.091069] 2024-12-18T00:31:32.0914250Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:31:32.0918637Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:31:32.091466] 2024-12-18T00:31:36.0129007Z 2024-12-18T00:31:36.0130311Z dynamo/test_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_utils_1.1_0617655b3bdb30ed_.log 2024-12-18T00:31:36.0131100Z Running 0 items in this shard: 2024-12-18T00:31:36.0131314Z 2024-12-18T00:31:36.0132331Z Running inductor/test_select_algorithm 1/1 ... [2024-12-18 00:31:36.012931] 2024-12-18T00:31:36.0132820Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:31:36.0136918Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_select_algorithm.py', '-m', 'serial', '--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 00:31:36.013319] 2024-12-18T00:31:40.5365655Z 2024-12-18T00:31:40.5366880Z 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_397fb71819953840_.log 2024-12-18T00:31:40.5367772Z Running 0 items in this shard: 2024-12-18T00:31:40.5367981Z 2024-12-18T00:31:40.5369620Z Running inductor/test_compile_worker 1/1 ... [2024-12-18 00:31:40.536643] 2024-12-18T00:31:40.5370100Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:31:40.5374565Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compile_worker.py', '-m', 'serial', '--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 00:31:40.537050] 2024-12-18T00:31:46.1629054Z 2024-12-18T00:31:46.1630530Z inductor/test_compile_worker 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_worker_1.1_47571bb2aaaa5178_.log 2024-12-18T00:31:46.1631428Z Running 0 items in this shard: 2024-12-18T00:31:46.1631626Z 2024-12-18T00:31:46.1632544Z Running functorch/test_aotdispatch 1/1 ... [2024-12-18 00:31:46.162932] 2024-12-18T00:31:46.1633039Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:31:46.1636927Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_aotdispatch.py', '-m', 'serial', '--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 00:31:46.163330] 2024-12-18T00:31:51.9884786Z 2024-12-18T00:31:51.9885913Z functorch/test_aotdispatch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_aotdispatch_1.1_780cea7645e301b2_.log 2024-12-18T00:31:51.9886775Z Running 0 items in this shard: 2024-12-18T00:31:51.9886982Z 2024-12-18T00:31:51.9888368Z Running dynamo/test_interop 1/1 ... [2024-12-18 00:31:51.988510] 2024-12-18T00:31:51.9888801Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:31:51.9892278Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_interop.py', '-m', 'serial', '--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 00:31:51.988877] 2024-12-18T00:31:55.8102332Z 2024-12-18T00:31:55.8103181Z dynamo/test_interop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_interop_1.1_47a0755e995c22fa_.log 2024-12-18T00:31:55.8103981Z Running 0 items in this shard: 2024-12-18T00:31:55.8104175Z 2024-12-18T00:31:55.8105868Z Running inductor/test_metrics 1/1 ... [2024-12-18 00:31:55.810300] 2024-12-18T00:31:55.8106308Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:31:55.8109923Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_metrics.py', '-m', 'serial', '--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 00:31:55.810678] 2024-12-18T00:31:59.8333818Z 2024-12-18T00:31:59.8334842Z inductor/test_metrics 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_metrics_1.1_4c8f4478488eef43_.log 2024-12-18T00:31:59.8335635Z Running 0 items in this shard: 2024-12-18T00:31:59.8335845Z 2024-12-18T00:31:59.8336360Z Running inductor/test_triton_kernels 1/1 ... [2024-12-18 00:31:59.833367] 2024-12-18T00:31:59.8336846Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:31:59.8341044Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_kernels.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:31:59.833753] 2024-12-18T00:32:03.8061879Z 2024-12-18T00:32:03.8062796Z inductor/test_triton_kernels 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_kernels_1.1_2a2488932518bc1b_.log 2024-12-18T00:32:03.8063692Z Running 0 items in this shard: 2024-12-18T00:32:03.8063897Z 2024-12-18T00:32:03.8065488Z Running inductor/test_torchinductor_codegen_dynamic_shapes 1/2 ... [2024-12-18 00:32:03.806263] 2024-12-18T00:32:03.8066054Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:32:03.8070011Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_codegen_dynamic_shapes.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:32:03.806662] 2024-12-18T00:32:11.4360861Z 2024-12-18T00:32:11.4362292Z inductor/test_torchinductor_codegen_dynamic_shapes 1/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_codegen_dynamic_shapes_1.2_410caa6117332b13_.log 2024-12-18T00:32:11.4363557Z Running 0 items in this shard: 2024-12-18T00:32:11.4363821Z 2024-12-18T00:32:11.4364673Z Running inductor/test_torchinductor_dynamic_shapes 1/2 ... [2024-12-18 00:32:11.436035] 2024-12-18T00:32:11.4365402Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:32:11.4368065Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:32:11.436445] 2024-12-18T00:32:18.9654507Z 2024-12-18T00:32:18.9655610Z inductor/test_torchinductor_dynamic_shapes 1/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_1.2_72df620a2f15d004_.log 2024-12-18T00:32:18.9657630Z Running 2 items in this shard: test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_large_block_sizes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_large_block_sizes_dynamic_shapes_cuda 2024-12-18T00:32:18.9659221Z 2024-12-18T00:32:18.9659435Z Running functorch/test_ops 2/2 ... [2024-12-18 00:32:18.965206] 2024-12-18T00:32:18.9659856Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:32:18.9660937Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ops.py', '-m', 'serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:32:18.965599] 2024-12-18T00:32:26.4445182Z 2024-12-18T00:32:26.4446234Z functorch/test_ops 2/2 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ops_2.2_a92f98ec138ba98b_.log 2024-12-18T00:32:26.4447003Z Running 0 items in this shard: 2024-12-18T00:32:26.4447209Z 2024-12-18T00:32:26.4448992Z Running inductor/test_coordinate_descent_tuner 1/1 ... [2024-12-18 00:32:26.444593] 2024-12-18T00:32:26.4449564Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:32:26.4453200Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_coordinate_descent_tuner.py', '-m', 'serial', '--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 00:32:26.444962] 2024-12-18T00:32:30.3174481Z 2024-12-18T00:32:30.3175725Z inductor/test_coordinate_descent_tuner 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_coordinate_descent_tuner_1.1_5ab722841444ac24_.log 2024-12-18T00:32:30.3176771Z Running 0 items in this shard: 2024-12-18T00:32:30.3176967Z 2024-12-18T00:32:30.3177843Z Running inductor/test_torchinductor_strided_blocks 1/1 ... [2024-12-18 00:32:30.317491] 2024-12-18T00:32:30.3178467Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:32:30.3182772Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_strided_blocks.py', '-m', 'serial', '--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 00:32:30.317885] 2024-12-18T00:32:37.4462196Z 2024-12-18T00:32:37.4463377Z inductor/test_torchinductor_strided_blocks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_strided_blocks_1.1_46eb130316b949bd_.log 2024-12-18T00:32:37.4465529Z Running 0 items in this shard: 2024-12-18T00:32:37.4465728Z 2024-12-18T00:32:37.4465976Z Running dynamo/test_autograd_function 1/1 ... [2024-12-18 00:32:37.446275] 2024-12-18T00:32:37.4466448Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:32:37.4470356Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_autograd_function.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:32:37.446699] 2024-12-18T00:32:41.3689624Z 2024-12-18T00:32:41.3691096Z 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_7ef8dda9856b66a1_.log 2024-12-18T00:32:41.3691987Z Running 0 items in this shard: 2024-12-18T00:32:41.3692188Z 2024-12-18T00:32:41.3693031Z Running dynamo/test_skip_guard_eval_unsafe 1/1 ... [2024-12-18 00:32:41.369011] 2024-12-18T00:32:41.3693527Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:32:41.3697645Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_skip_guard_eval_unsafe.py', '-m', 'serial', '--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 00:32:41.369382] 2024-12-18T00:32:45.2412585Z 2024-12-18T00:32:45.2413564Z dynamo/test_skip_guard_eval_unsafe 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_skip_guard_eval_unsafe_1.1_a11b66389076c401_.log 2024-12-18T00:32:45.2414485Z Running 0 items in this shard: 2024-12-18T00:32:45.2414682Z 2024-12-18T00:32:45.2415531Z Running inductor/test_aot_inductor_package 1/1 ... [2024-12-18 00:32:45.241265] 2024-12-18T00:32:45.2416017Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:32:45.2420019Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor_package.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:32:45.241639] 2024-12-18T00:32:49.1131897Z 2024-12-18T00:32:49.1133097Z inductor/test_aot_inductor_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_package_1.1_a19053a55f7b8fdb_.log 2024-12-18T00:32:49.1134022Z Running 0 items in this shard: 2024-12-18T00:32:49.1134220Z 2024-12-18T00:32:49.1134916Z Running inductor/test_autoheuristic 1/1 ... [2024-12-18 00:32:49.113216] 2024-12-18T00:32:49.1135414Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:32:49.1139765Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_autoheuristic.py', '-m', 'serial', '--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 00:32:49.113609] 2024-12-18T00:32:53.1360522Z 2024-12-18T00:32:53.1361536Z inductor/test_autoheuristic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_autoheuristic_1.1_71e008fd8efb0dbd_.log 2024-12-18T00:32:53.1362413Z Running 0 items in this shard: 2024-12-18T00:32:53.1362618Z 2024-12-18T00:32:53.1364773Z Running dynamo/test_reconstruct 1/1 ... [2024-12-18 00:32:53.136177] 2024-12-18T00:32:53.1365301Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:32:53.1368964Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_reconstruct.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:32:53.136559] 2024-12-18T00:32:57.0083271Z 2024-12-18T00:32:57.0084596Z dynamo/test_reconstruct 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_reconstruct_1.1_8e0c33b81e00e196_.log 2024-12-18T00:32:57.0085925Z Running 0 items in this shard: 2024-12-18T00:32:57.0086124Z 2024-12-18T00:32:57.0088627Z Running inductor/test_minifier_utils 1/1 ... [2024-12-18 00:32:57.008500] 2024-12-18T00:32:57.0089308Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:32:57.0092805Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_minifier_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:32:57.008867] 2024-12-18T00:33:00.8301135Z 2024-12-18T00:33:00.8302673Z inductor/test_minifier_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_minifier_utils_1.1_a9d3bd5c68baa496_.log 2024-12-18T00:33:00.8303555Z Running 0 items in this shard: 2024-12-18T00:33:00.8303749Z 2024-12-18T00:33:00.8304667Z Running inductor/test_foreach 1/1 ... [2024-12-18 00:33:00.830172] 2024-12-18T00:33:00.8305270Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:33:00.8309556Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_foreach.py', '-m', 'serial', '--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 00:33:00.830564] 2024-12-18T00:33:08.0085760Z 2024-12-18T00:33:08.0086801Z inductor/test_foreach 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_foreach_1.1_14dec91bb91c2b54_.log 2024-12-18T00:33:08.0087603Z Running 0 items in this shard: 2024-12-18T00:33:08.0087835Z 2024-12-18T00:33:08.0088827Z Running inductor/test_fx_fusion 1/1 ... [2024-12-18 00:33:08.008590] 2024-12-18T00:33:08.0089265Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:33:08.0093651Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_fx_fusion.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:33:08.008998] 2024-12-18T00:33:12.5322035Z 2024-12-18T00:33:12.5322981Z 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_ee50f1d469fe50ab_.log 2024-12-18T00:33:12.5323814Z Running 0 items in this shard: 2024-12-18T00:33:12.5326575Z 2024-12-18T00:33:12.5326844Z Running test_model_exports_to_core_aten 1/1 ... [2024-12-18 00:33:12.532271] 2024-12-18T00:33:12.5327325Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:33:12.5330612Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_model_exports_to_core_aten.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:33:12.532673] 2024-12-18T00:33:16.6050130Z 2024-12-18T00:33:16.6051242Z 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_54d66e70212062a3_.log 2024-12-18T00:33:16.6052191Z Running 0 items in this shard: 2024-12-18T00:33:16.6052396Z 2024-12-18T00:33:16.6053441Z Running inductor/test_custom_post_grad_passes 1/1 ... [2024-12-18 00:33:16.605077] 2024-12-18T00:33:16.6053947Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:33:16.6058611Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_custom_post_grad_passes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:33:16.605490] 2024-12-18T00:33:22.7924755Z 2024-12-18T00:33:22.7926350Z inductor/test_custom_post_grad_passes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_custom_post_grad_passes_1.1_3630a8c24835a499_.log 2024-12-18T00:33:22.7927655Z Running 0 items in this shard: 2024-12-18T00:33:22.7928681Z 2024-12-18T00:33:22.7928953Z Running export/test_tools 1/1 ... [2024-12-18 00:33:22.792471] 2024-12-18T00:33:22.7929373Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:33:22.7932190Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_tools.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:33:22.792871] 2024-12-18T00:33:26.6650046Z 2024-12-18T00:33:26.6651370Z export/test_tools 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_tools_1.1_6a8c99dee1098539_.log 2024-12-18T00:33:26.6652280Z Running 0 items in this shard: 2024-12-18T00:33:26.6652549Z 2024-12-18T00:33:26.6654760Z Running inductor/test_snode_runtime 1/1 ... [2024-12-18 00:33:26.665146] 2024-12-18T00:33:26.6655239Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:33:26.6658967Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_snode_runtime.py', '-m', 'serial', '--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 00:33:26.665545] 2024-12-18T00:33:31.4395047Z 2024-12-18T00:33:31.4396030Z inductor/test_snode_runtime 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_snode_runtime_1.1_6c3a42ebbdc35580_.log 2024-12-18T00:33:31.4396881Z Running 0 items in this shard: 2024-12-18T00:33:31.4397076Z 2024-12-18T00:33:31.4398848Z Running dynamo/test_pgo 1/1 ... [2024-12-18 00:33:31.439563] 2024-12-18T00:33:31.4399276Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:33:31.4403448Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_pgo.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:33:31.439966] 2024-12-18T00:33:35.3124130Z 2024-12-18T00:33:35.3125466Z dynamo/test_pgo 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_pgo_1.1_1403a010c6437ee5_.log 2024-12-18T00:33:35.3126904Z Running 0 items in this shard: 2024-12-18T00:33:35.3127293Z 2024-12-18T00:33:35.3130323Z Running dynamo/test_export_mutations 1/1 ... [2024-12-18 00:33:35.312698] 2024-12-18T00:33:35.3130806Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:33:35.3134525Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_export_mutations.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:33:35.313114] 2024-12-18T00:33:39.1352254Z 2024-12-18T00:33:39.1353426Z dynamo/test_export_mutations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_export_mutations_1.1_30b2787b0e9847f6_.log 2024-12-18T00:33:39.1354336Z Running 0 items in this shard: 2024-12-18T00:33:39.1354533Z 2024-12-18T00:33:39.1356265Z Running dynamo/test_sdpa 1/1 ... [2024-12-18 00:33:39.135267] 2024-12-18T00:33:39.1356708Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:33:39.1361383Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_sdpa.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:33:39.135745] 2024-12-18T00:33:42.9572360Z 2024-12-18T00:33:42.9573219Z dynamo/test_sdpa 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sdpa_1.1_a37e45ec40d1be46_.log 2024-12-18T00:33:42.9574569Z Running 0 items in this shard: 2024-12-18T00:33:42.9574777Z 2024-12-18T00:33:42.9576335Z Running dynamo/test_exceptions 1/1 ... [2024-12-18 00:33:42.957314] 2024-12-18T00:33:42.9576793Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:33:42.9580878Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_exceptions.py', '-m', 'serial', '--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 00:33:42.957730] 2024-12-18T00:33:46.7791471Z 2024-12-18T00:33:46.7792563Z dynamo/test_exceptions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_exceptions_1.1_56a74b8d6f345f45_.log 2024-12-18T00:33:46.7793388Z Running 0 items in this shard: 2024-12-18T00:33:46.7794026Z 2024-12-18T00:33:46.7794633Z Running dynamo/test_metrics_context 1/1 ... [2024-12-18 00:33:46.779201] 2024-12-18T00:33:46.7795093Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:33:46.7799007Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_metrics_context.py', '-m', 'serial', '--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 00:33:46.779565] 2024-12-18T00:33:50.6013311Z 2024-12-18T00:33:50.6014472Z dynamo/test_metrics_context 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_metrics_context_1.1_556dd441945cd176_.log 2024-12-18T00:33:50.6015337Z Running 0 items in this shard: 2024-12-18T00:33:50.6015535Z 2024-12-18T00:33:50.6016344Z Running profiler/test_cpp_thread 1/1 ... [2024-12-18 00:33:50.601371] 2024-12-18T00:33:50.6016807Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:33:50.6021088Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_cpp_thread.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:33:50.601744] 2024-12-18T00:33:56.0275807Z 2024-12-18T00:33:56.0277280Z profiler/test_cpp_thread 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_cpp_thread_1.1_5552730898777e15_.log 2024-12-18T00:33:56.0278149Z Running 0 items in this shard: 2024-12-18T00:33:56.0278345Z 2024-12-18T00:33:56.0279187Z Running dynamo/test_recompiles 1/1 ... [2024-12-18 00:33:56.027653] 2024-12-18T00:33:56.0279630Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:33:56.0284988Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_recompiles.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:33:56.028049] 2024-12-18T00:33:59.8493289Z 2024-12-18T00:33:59.8494648Z dynamo/test_recompiles 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_recompiles_1.1_880a0a9ac17237c6_.log 2024-12-18T00:33:59.8495477Z Running 0 items in this shard: 2024-12-18T00:33:59.8495680Z 2024-12-18T00:33:59.8497317Z Running inductor/test_control_flow 1/1 ... [2024-12-18 00:33:59.849400] 2024-12-18T00:33:59.8497789Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:33:59.8501601Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_control_flow.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:33:59.849781] 2024-12-18T00:34:05.4746323Z 2024-12-18T00:34:05.4747460Z inductor/test_control_flow 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_control_flow_1.1_46b6b21c803d8b91_.log 2024-12-18T00:34:05.4748431Z Running 0 items in this shard: 2024-12-18T00:34:05.4748740Z 2024-12-18T00:34:05.4750422Z Running xpu/test_conv 1/1 ... [2024-12-18 00:34:05.474727] 2024-12-18T00:34:05.4750911Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:34:05.4755435Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'xpu/test_conv.py', '-m', 'serial', '--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 00:34:05.475149] 2024-12-18T00:34:09.9985983Z 2024-12-18T00:34:09.9986936Z xpu/test_conv 1/1 was successful, full logs can be found in artifacts with path test/test-reports/xpu.test_conv_1.1_1ed413892832289f_.log 2024-12-18T00:34:09.9987665Z Running 0 items in this shard: 2024-12-18T00:34:09.9987870Z 2024-12-18T00:34:09.9990440Z Running inductor/test_cudagraph_trees_expandable_segments 1/1 ... [2024-12-18 00:34:09.998664] 2024-12-18T00:34:09.9991074Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:34:09.9994550Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cudagraph_trees_expandable_segments.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:34:09.999080] 2024-12-18T00:34:14.7730741Z 2024-12-18T00:34:14.7732707Z 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_707d0656f81ac14f_.log 2024-12-18T00:34:14.7734419Z Running 0 items in this shard: 2024-12-18T00:34:14.7734746Z 2024-12-18T00:34:14.7735075Z Running dynamo/test_subgraphs 1/1 ... [2024-12-18 00:34:14.773090] 2024-12-18T00:34:14.7735775Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:34:14.7739500Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_subgraphs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:34:14.773512] 2024-12-18T00:34:18.6477303Z 2024-12-18T00:34:18.6478351Z dynamo/test_subgraphs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_subgraphs_1.1_bfc0678466a9489d_.log 2024-12-18T00:34:18.6479345Z Running 0 items in this shard: 2024-12-18T00:34:18.6479545Z 2024-12-18T00:34:18.6481914Z Running dynamo/test_pre_dispatch 1/1 ... [2024-12-18 00:34:18.647845] 2024-12-18T00:34:18.6482360Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:34:18.6486461Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_pre_dispatch.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:34:18.648259] 2024-12-18T00:34:22.5195873Z 2024-12-18T00:34:22.5196891Z dynamo/test_pre_dispatch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_pre_dispatch_1.1_7f796bb991c064bd_.log 2024-12-18T00:34:22.5197837Z Running 0 items in this shard: 2024-12-18T00:34:22.5198038Z 2024-12-18T00:34:22.5199171Z Running inductor/test_decompose_mem_bound_mm 1/1 ... [2024-12-18 00:34:22.519585] 2024-12-18T00:34:22.5199693Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:34:22.5203992Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_decompose_mem_bound_mm.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:34:22.519993] 2024-12-18T00:34:27.0429918Z 2024-12-18T00:34:27.0430966Z inductor/test_decompose_mem_bound_mm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_decompose_mem_bound_mm_1.1_7dcb867e8638d010_.log 2024-12-18T00:34:27.0431965Z Running 0 items in this shard: 2024-12-18T00:34:27.0432172Z 2024-12-18T00:34:27.0434597Z Running inductor/test_scatter_optimization 1/1 ... [2024-12-18 00:34:27.043078] 2024-12-18T00:34:27.0435147Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:34:27.0439227Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_scatter_optimization.py', '-m', 'serial', '--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 00:34:27.043500] 2024-12-18T00:34:30.9653564Z 2024-12-18T00:34:30.9654759Z inductor/test_scatter_optimization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_scatter_optimization_1.1_0dc8cb72c63da169_.log 2024-12-18T00:34:30.9655765Z Running 0 items in this shard: 2024-12-18T00:34:30.9655968Z 2024-12-18T00:34:30.9658726Z Running inductor/test_codegen_triton 1/1 ... [2024-12-18 00:34:30.965453] 2024-12-18T00:34:30.9659261Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:34:30.9662884Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_codegen_triton.py', '-m', 'serial', '--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 00:34:30.965889] 2024-12-18T00:34:37.1929632Z 2024-12-18T00:34:37.1931094Z inductor/test_codegen_triton 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_codegen_triton_1.1_4013585aaf6c2c92_.log 2024-12-18T00:34:37.1931970Z Running 0 items in this shard: 2024-12-18T00:34:37.1932177Z 2024-12-18T00:34:37.1932373Z Running dynamo/test_global 1/1 ... [2024-12-18 00:34:37.192817] 2024-12-18T00:34:37.1932799Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:34:37.1936115Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_global.py', '-m', 'serial', '--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 00:34:37.193250] 2024-12-18T00:34:41.0154639Z 2024-12-18T00:34:41.0155623Z dynamo/test_global 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_global_1.1_ae71401162af4e3f_.log 2024-12-18T00:34:41.0156511Z Running 0 items in this shard: 2024-12-18T00:34:41.0156749Z 2024-12-18T00:34:41.0157861Z Running inductor/test_perf 1/1 ... [2024-12-18 00:34:41.015536] 2024-12-18T00:34:41.0158291Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:34:41.0163410Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_perf.py', '-m', 'serial', '--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 00:34:41.015985] 2024-12-18T00:34:45.5894141Z 2024-12-18T00:34:45.5895244Z inductor/test_perf 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_perf_1.1_f7fe87234dd6acc6_.log 2024-12-18T00:34:45.5896286Z Running 0 items in this shard: 2024-12-18T00:34:45.5896494Z 2024-12-18T00:34:45.5897297Z Running inductor/test_graph_transform_observer 1/1 ... [2024-12-18 00:34:45.589463] 2024-12-18T00:34:45.5897836Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:34:45.5902779Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_graph_transform_observer.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:34:45.589857] 2024-12-18T00:34:49.7125596Z 2024-12-18T00:34:49.7127338Z inductor/test_graph_transform_observer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_graph_transform_observer_1.1_e2232ec1edae8d36_.log 2024-12-18T00:34:49.7128862Z Running 0 items in this shard: 2024-12-18T00:34:49.7129174Z 2024-12-18T00:34:49.7129503Z Running inductor/test_profiler 1/1 ... [2024-12-18 00:34:49.712592] 2024-12-18T00:34:49.7130174Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:34:49.7134489Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_profiler.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:34:49.713035] 2024-12-18T00:34:53.6352361Z 2024-12-18T00:34:53.6353554Z inductor/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_profiler_1.1_addd0b9fe9f4db08_.log 2024-12-18T00:34:53.6354819Z Running 0 items in this shard: 2024-12-18T00:34:53.6355125Z 2024-12-18T00:34:53.6355928Z Running export/test_db 1/1 ... [2024-12-18 00:34:53.635279] 2024-12-18T00:34:53.6356756Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:34:53.6361633Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_db.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:34:53.635695] 2024-12-18T00:34:57.6579790Z 2024-12-18T00:34:57.6580575Z export/test_db 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_db_1.1_ef0930846bf37d14_.log 2024-12-18T00:34:57.6581338Z Running 0 items in this shard: 2024-12-18T00:34:57.6581543Z 2024-12-18T00:34:57.6584503Z Running inductor/test_op_dtype_prop 1/1 ... [2024-12-18 00:34:57.658106] 2024-12-18T00:34:57.6585031Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:34:57.6588732Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_op_dtype_prop.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:34:57.658515] 2024-12-18T00:35:03.3338643Z 2024-12-18T00:35:03.3339615Z inductor/test_op_dtype_prop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_op_dtype_prop_1.1_4b19b38b13e32cc9_.log 2024-12-18T00:35:03.3340605Z Running 0 items in this shard: 2024-12-18T00:35:03.3340896Z 2024-12-18T00:35:03.3343148Z Running dynamo/test_compile 1/1 ... [2024-12-18 00:35:03.333941] 2024-12-18T00:35:03.3343762Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:35:03.3348034Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_compile.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:35:03.334386] 2024-12-18T00:35:07.1562284Z 2024-12-18T00:35:07.1563395Z dynamo/test_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_compile_1.1_07d9d0507042cfb2_.log 2024-12-18T00:35:07.1564179Z Running 0 items in this shard: 2024-12-18T00:35:07.1564374Z 2024-12-18T00:35:07.1566536Z Running dynamo/test_cudagraphs 1/1 ... [2024-12-18 00:35:07.156343] 2024-12-18T00:35:07.1567179Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:35:07.1570955Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_cudagraphs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:35:07.156754] 2024-12-18T00:35:10.9786248Z 2024-12-18T00:35:10.9787358Z dynamo/test_cudagraphs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_cudagraphs_1.1_7ab51827cf53003b_.log 2024-12-18T00:35:10.9788230Z Running 0 items in this shard: 2024-12-18T00:35:10.9788507Z 2024-12-18T00:35:10.9790218Z Running inductor/test_multi_kernel 1/1 ... [2024-12-18 00:35:10.978689] 2024-12-18T00:35:10.9790722Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:35:10.9794510Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_multi_kernel.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:35:10.979062] 2024-12-18T00:35:14.9010533Z 2024-12-18T00:35:14.9011483Z inductor/test_multi_kernel 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_multi_kernel_1.1_a4ac88d1730df6ba_.log 2024-12-18T00:35:14.9012330Z Running 0 items in this shard: 2024-12-18T00:35:14.9012596Z 2024-12-18T00:35:14.9014539Z Running inductor/test_custom_lowering 1/1 ... [2024-12-18 00:35:14.901118] 2024-12-18T00:35:14.9015024Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:35:14.9019441Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_custom_lowering.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:35:14.901533] 2024-12-18T00:35:21.1781969Z 2024-12-18T00:35:21.1783048Z inductor/test_custom_lowering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_custom_lowering_1.1_8a28cd73e0d4a86e_.log 2024-12-18T00:35:21.1784009Z Running 0 items in this shard: 2024-12-18T00:35:21.1784299Z 2024-12-18T00:35:21.1786111Z Running inductor/test_fp8 1/1 ... [2024-12-18 00:35:21.178243] 2024-12-18T00:35:21.1786552Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:35:21.1790477Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_fp8.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:35:21.178677] 2024-12-18T00:35:25.2011183Z 2024-12-18T00:35:25.2012530Z inductor/test_fp8 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_fp8_1.1_94ed95db78a68041_.log 2024-12-18T00:35:25.2013839Z Running 0 items in this shard: 2024-12-18T00:35:25.2014183Z 2024-12-18T00:35:25.2014599Z Running inductor/test_group_batch_fusion 1/1 ... [2024-12-18 00:35:25.201187] 2024-12-18T00:35:25.2015342Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:35:25.2020589Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_group_batch_fusion.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:35:25.201672] 2024-12-18T00:35:29.7758331Z 2024-12-18T00:35:29.7759424Z inductor/test_group_batch_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_group_batch_fusion_1.1_9235eb193de14574_.log 2024-12-18T00:35:29.7760430Z Running 0 items in this shard: 2024-12-18T00:35:29.7760641Z 2024-12-18T00:35:29.7766343Z Running dynamo/test_config 1/1 ... [2024-12-18 00:35:29.776195] 2024-12-18T00:35:29.7766976Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:35:29.7771443Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_config.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:35:29.776764] 2024-12-18T00:35:33.6488290Z 2024-12-18T00:35:33.6489177Z dynamo/test_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_config_1.1_9c58698014449b9c_.log 2024-12-18T00:35:33.6490276Z Running 0 items in this shard: 2024-12-18T00:35:33.6490479Z 2024-12-18T00:35:33.6491443Z Running dynamo/test_functions 1/1 ... [2024-12-18 00:35:33.648884] 2024-12-18T00:35:33.6492078Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:35:33.6496371Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_functions.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:35:33.649286] 2024-12-18T00:35:37.9217794Z 2024-12-18T00:35:37.9218698Z dynamo/test_functions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_functions_1.1_dd7a9837ac5c208f_.log 2024-12-18T00:35:37.9220248Z Running 0 items in this shard: 2024-12-18T00:35:37.9220498Z 2024-12-18T00:35:37.9221417Z Running dynamo/test_graph_region_tracker 1/1 ... [2024-12-18 00:35:37.921784] 2024-12-18T00:35:37.9221905Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:35:37.9226170Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_graph_region_tracker.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:35:37.922177] 2024-12-18T00:35:41.8445279Z 2024-12-18T00:35:41.8452367Z dynamo/test_graph_region_tracker 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_graph_region_tracker_1.1_e7e2fb35916f876f_.log 2024-12-18T00:35:41.8454224Z Running 0 items in this shard: 2024-12-18T00:35:41.8454563Z 2024-12-18T00:35:41.8454815Z Running dynamo/test_view 1/1 ... [2024-12-18 00:35:41.844695] 2024-12-18T00:35:41.8455355Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:35:41.8456435Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_view.py', '-m', 'serial', '--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 00:35:41.845102] 2024-12-18T00:35:45.6671223Z 2024-12-18T00:35:45.6672163Z dynamo/test_view 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_view_1.1_d7fe9aa12a5d67b9_.log 2024-12-18T00:35:45.6672980Z Running 0 items in this shard: 2024-12-18T00:35:45.6673259Z 2024-12-18T00:35:45.6676115Z Running test_ops_gradients 1/2 ... [2024-12-18 00:35:45.667227] 2024-12-18T00:35:45.6676550Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:35:45.6680297Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_gradients.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:35:45.667641] 2024-12-18T00:35:52.0940858Z 2024-12-18T00:35:52.0941986Z test_ops_gradients 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_gradients_1.2_1be076cc7911fed3_.log 2024-12-18T00:35:52.0942862Z Running 0 items in this shard: 2024-12-18T00:35:52.0943065Z 2024-12-18T00:35:52.0943315Z Running inductor/test_halide 1/1 ... [2024-12-18 00:35:52.094070] 2024-12-18T00:35:52.0943890Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:35:52.0948290Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_halide.py', '-m', 'serial', '--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 00:35:52.094462] 2024-12-18T00:35:59.1223228Z 2024-12-18T00:35:59.1224737Z inductor/test_halide 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_halide_1.1_f97d54e02abae2ea_.log 2024-12-18T00:35:59.1225676Z 2024-12-18T00:35:59.1227802Z Running dynamo/test_profiler 1/1 ... [2024-12-18 00:35:59.122397] 2024-12-18T00:35:59.1228239Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:35:59.1232438Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_profiler.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:35:59.122863] 2024-12-18T00:36:02.9452152Z 2024-12-18T00:36:02.9453336Z dynamo/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_profiler_1.1_a751972862452db0_.log 2024-12-18T00:36:02.9454148Z Running 0 items in this shard: 2024-12-18T00:36:02.9454367Z 2024-12-18T00:36:02.9455109Z Running dynamo/test_aot_autograd_cache 1/1 ... [2024-12-18 00:36:02.945211] 2024-12-18T00:36:02.9455718Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:36:02.9459726Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_aot_autograd_cache.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:36:02.945622] 2024-12-18T00:36:07.0179660Z 2024-12-18T00:36:07.0181158Z dynamo/test_aot_autograd_cache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_aot_autograd_cache_1.1_ba9a35b84fe486b7_.log 2024-12-18T00:36:07.0182300Z Running 0 items in this shard: 2024-12-18T00:36:07.0182503Z 2024-12-18T00:36:07.0183587Z Running dynamo/test_graph_deduplication 1/1 ... [2024-12-18 00:36:07.018002] 2024-12-18T00:36:07.0184160Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:36:07.0188568Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_graph_deduplication.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:36:07.018400] 2024-12-18T00:36:10.8906326Z 2024-12-18T00:36:10.8907696Z dynamo/test_graph_deduplication 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_graph_deduplication_1.1_ec1b591261aaf65a_.log 2024-12-18T00:36:10.8908690Z Running 0 items in this shard: 2024-12-18T00:36:10.8908895Z 2024-12-18T00:36:10.8909609Z Running export/test_schema 1/1 ... [2024-12-18 00:36:10.890668] 2024-12-18T00:36:10.8910142Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:36:10.8914302Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_schema.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:36:10.891044] 2024-12-18T00:36:14.7128727Z 2024-12-18T00:36:14.7130113Z export/test_schema 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_schema_1.1_6e9a58cad17e8871_.log 2024-12-18T00:36:14.7130966Z Running 0 items in this shard: 2024-12-18T00:36:14.7131177Z 2024-12-18T00:36:14.7132292Z Running inductor/test_efficient_conv_bn_eval 1/1 ... [2024-12-18 00:36:14.712930] 2024-12-18T00:36:14.7132992Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:36:14.7137091Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_efficient_conv_bn_eval.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:36:14.713314] 2024-12-18T00:36:21.8414820Z 2024-12-18T00:36:21.8415956Z inductor/test_efficient_conv_bn_eval 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_efficient_conv_bn_eval_1.1_414e70b6ce8e5403_.log 2024-12-18T00:36:21.8417160Z Running 0 items in this shard: 2024-12-18T00:36:21.8417460Z 2024-12-18T00:36:21.8417726Z Running nn/test_lazy_modules 1/1 ... [2024-12-18 00:36:21.841474] 2024-12-18T00:36:21.8418208Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:36:21.8421838Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_lazy_modules.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:36:21.841836] 2024-12-18T00:36:25.8642295Z 2024-12-18T00:36:25.8643435Z nn/test_lazy_modules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_lazy_modules_1.1_81487b11c548843f_.log 2024-12-18T00:36:25.8644230Z Running 0 items in this shard: 2024-12-18T00:36:25.8644433Z 2024-12-18T00:36:25.8644694Z Running export/test_experimental 1/1 ... [2024-12-18 00:36:25.864189] 2024-12-18T00:36:25.8645663Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:36:25.8649343Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_experimental.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:36:25.864570] 2024-12-18T00:36:29.6859625Z 2024-12-18T00:36:29.6860581Z export/test_experimental 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_experimental_1.1_8a771f0714828d57_.log 2024-12-18T00:36:29.6861801Z Running 0 items in this shard: 2024-12-18T00:36:29.6862009Z 2024-12-18T00:36:29.6862300Z Running export/test_torchbind 1/1 ... [2024-12-18 00:36:29.685972] 2024-12-18T00:36:29.6865660Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:36:29.6866755Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_torchbind.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:36:29.686315] 2024-12-18T00:36:33.5583108Z 2024-12-18T00:36:33.5584079Z export/test_torchbind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_torchbind_1.1_9892f2d78fe75b5c_.log 2024-12-18T00:36:33.5584978Z Running 0 items in this shard: 2024-12-18T00:36:33.5585179Z 2024-12-18T00:36:33.5586081Z Running export/test_swap 1/1 ... [2024-12-18 00:36:33.558245] 2024-12-18T00:36:33.5586672Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:36:33.5589710Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_swap.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:36:33.558576] 2024-12-18T00:36:37.4306812Z 2024-12-18T00:36:37.4307911Z export/test_swap 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_swap_1.1_fcb5d1c73b569904_.log 2024-12-18T00:36:37.4308852Z Running 0 items in this shard: 2024-12-18T00:36:37.4309056Z 2024-12-18T00:36:37.4309719Z Running test_cuda_sanitizer 1/1 ... [2024-12-18 00:36:37.430688] 2024-12-18T00:36:37.4310267Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:36:37.4314040Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cuda_sanitizer.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:36:37.431039] 2024-12-18T00:36:41.2528003Z 2024-12-18T00:36:41.2529315Z test_cuda_sanitizer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_sanitizer_1.1_a8d5be92c897eab3_.log 2024-12-18T00:36:41.2530189Z Running 0 items in this shard: 2024-12-18T00:36:41.2530421Z 2024-12-18T00:36:41.2531091Z Running export/test_draft_export 1/1 ... [2024-12-18 00:36:41.252796] 2024-12-18T00:36:41.2531672Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:36:41.2535803Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_draft_export.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:36:41.253213] 2024-12-18T00:36:45.0743567Z 2024-12-18T00:36:45.0744739Z export/test_draft_export 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_draft_export_1.1_c569883a5f0f5f69_.log 2024-12-18T00:36:45.0745585Z Running 0 items in this shard: 2024-12-18T00:36:45.0745830Z 2024-12-18T00:36:45.0746093Z Running test_functionalization_of_rng_ops 1/1 ... [2024-12-18 00:36:45.074321] 2024-12-18T00:36:45.0746602Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:36:45.0751155Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_functionalization_of_rng_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:36:45.074669] 2024-12-18T00:36:49.3468481Z 2024-12-18T00:36:49.3469829Z test_functionalization_of_rng_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functionalization_of_rng_ops_1.1_75b0f02ee5a33777_.log 2024-12-18T00:36:49.3470939Z Running 0 items in this shard: 2024-12-18T00:36:49.3471145Z 2024-12-18T00:36:49.3471709Z Running export/test_pass_infra 1/1 ... [2024-12-18 00:36:49.346777] 2024-12-18T00:36:49.3472162Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:36:49.3475399Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_pass_infra.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:36:49.347147] 2024-12-18T00:36:53.1686358Z 2024-12-18T00:36:53.1687557Z 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_f3defc22148f24b4_.log 2024-12-18T00:36:53.1688550Z Running 0 items in this shard: 2024-12-18T00:36:53.1688754Z 2024-12-18T00:36:53.1689553Z Running dynamo/test_trace_rules 1/1 ... [2024-12-18 00:36:53.168655] 2024-12-18T00:36:53.1690132Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:36:53.1693896Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_trace_rules.py', '-m', 'serial', '--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 00:36:53.169017] 2024-12-18T00:36:56.9903695Z 2024-12-18T00:36:56.9905669Z dynamo/test_trace_rules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_trace_rules_1.1_9a98395970d4a5f0_.log 2024-12-18T00:36:56.9907099Z Running 0 items in this shard: 2024-12-18T00:36:56.9907397Z 2024-12-18T00:36:56.9907662Z Running test_pruning_op 1/1 ... [2024-12-18 00:36:56.990326] 2024-12-18T00:36:56.9908223Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:36:56.9912348Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_pruning_op.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:36:56.990846] 2024-12-18T00:37:00.8626801Z 2024-12-18T00:37:00.8628608Z test_pruning_op 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_pruning_op_1.1_a8fae3648c2e1566_.log 2024-12-18T00:37:00.8629989Z Running 0 items in this shard: 2024-12-18T00:37:00.8630327Z 2024-12-18T00:37:00.8630620Z Running dynamo/test_exc 1/1 ... [2024-12-18 00:37:00.862665] 2024-12-18T00:37:00.8631200Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:37:00.8635608Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_exc.py', '-m', 'serial', '--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 00:37:00.863164] 2024-12-18T00:37:04.9352045Z 2024-12-18T00:37:04.9353838Z dynamo/test_exc 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_exc_1.1_604c1e5e325ffd4e_.log 2024-12-18T00:37:04.9355298Z Running 0 items in this shard: 2024-12-18T00:37:04.9355685Z 2024-12-18T00:37:04.9359256Z Running nn/test_pruning 1/1 ... [2024-12-18 00:37:04.935574] 2024-12-18T00:37:04.9359684Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:37:04.9363319Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_pruning.py', '-m', 'serial', '--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 00:37:04.935970] 2024-12-18T00:37:09.0082066Z 2024-12-18T00:37:09.0083662Z nn/test_pruning 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_pruning_1.1_097957de038e7e9c_.log 2024-12-18T00:37:09.0085164Z Running 0 items in this shard: 2024-12-18T00:37:09.0085456Z 2024-12-18T00:37:09.0085790Z Running dynamo/test_subclasses 1/1 ... [2024-12-18 00:37:09.008210] 2024-12-18T00:37:09.0086416Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:37:09.0091490Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_subclasses.py', '-m', 'serial', '--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 00:37:09.008718] 2024-12-18T00:37:12.8812495Z 2024-12-18T00:37:12.8813773Z dynamo/test_subclasses 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_subclasses_1.1_7444e49bd0404165_.log 2024-12-18T00:37:12.8814711Z Running 0 items in this shard: 2024-12-18T00:37:12.8814918Z 2024-12-18T00:37:12.8815115Z Running export/test_export 1/1 ... [2024-12-18 00:37:12.881116] 2024-12-18T00:37:12.8815541Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:37:12.8819233Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:37:12.881548] 2024-12-18T00:37:17.8054781Z 2024-12-18T00:37:17.8056047Z export/test_export 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_1.1_52bd96cd91964bc5_.log 2024-12-18T00:37:17.8056936Z Running 0 items in this shard: 2024-12-18T00:37:17.8057151Z 2024-12-18T00:37:17.8057461Z Running dynamo/test_debug_utils 1/1 ... [2024-12-18 00:37:17.805267] 2024-12-18T00:37:17.8057920Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:37:17.8059952Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_debug_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:37:17.805639] 2024-12-18T00:37:21.7779170Z 2024-12-18T00:37:21.7780149Z 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_0cb236eb1bc899dd_.log 2024-12-18T00:37:21.7781062Z Running 0 items in this shard: 2024-12-18T00:37:21.7781337Z 2024-12-18T00:37:21.7781942Z Running export/test_lift_unlift 1/1 ... [2024-12-18 00:37:21.777917] 2024-12-18T00:37:21.7782427Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:37:21.7786294Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_lift_unlift.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:37:21.778270] 2024-12-18T00:37:25.6500074Z 2024-12-18T00:37:25.6500737Z 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_19c47f3e72af198e_.log 2024-12-18T00:37:25.6501543Z Running 0 items in this shard: 2024-12-18T00:37:25.6501742Z 2024-12-18T00:37:25.6504271Z Running test_matmul_cuda 1/1 ... [2024-12-18 00:37:25.650059] 2024-12-18T00:37:25.6504692Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:37:25.6509696Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_matmul_cuda.py', '-m', 'serial', '--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 00:37:25.650414] 2024-12-18T00:37:29.9725693Z 2024-12-18T00:37:29.9726484Z test_matmul_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_matmul_cuda_1.1_c8bfc8b31b55c213_.log 2024-12-18T00:37:29.9727718Z Running 0 items in this shard: 2024-12-18T00:37:29.9728006Z 2024-12-18T00:37:29.9728438Z Running dynamo/test_reorder_logs 1/1 ... [2024-12-18 00:37:29.972545] 2024-12-18T00:37:29.9728980Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:37:29.9733274Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_reorder_logs.py', '-m', 'serial', '--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 00:37:29.972885] 2024-12-18T00:37:33.7942094Z 2024-12-18T00:37:33.7943231Z dynamo/test_reorder_logs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_reorder_logs_1.1_b3f542d9dcc5c191_.log 2024-12-18T00:37:33.7944060Z Running 0 items in this shard: 2024-12-18T00:37:33.7944255Z 2024-12-18T00:37:33.7945123Z Running inductor/test_standalone_compile 1/1 ... [2024-12-18 00:37:33.794233] 2024-12-18T00:37:33.7945639Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:37:33.7949410Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_standalone_compile.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:37:33.794566] 2024-12-18T00:37:39.4198593Z 2024-12-18T00:37:39.4199840Z inductor/test_standalone_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_standalone_compile_1.1_bea1c8a91afeba16_.log 2024-12-18T00:37:39.4200849Z Running 0 items in this shard: 2024-12-18T00:37:39.4201063Z 2024-12-18T00:37:39.4201288Z Running dynamo/test_bytecode_utils 1/1 ... [2024-12-18 00:37:39.419768] 2024-12-18T00:37:39.4201743Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:37:39.4205478Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_bytecode_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:37:39.420161] 2024-12-18T00:37:43.2923431Z 2024-12-18T00:37:43.2924961Z dynamo/test_bytecode_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_bytecode_utils_1.1_c64690c737bbcd75_.log 2024-12-18T00:37:43.2926274Z Running 0 items in this shard: 2024-12-18T00:37:43.2926593Z 2024-12-18T00:37:43.2928293Z Running dynamo/test_hooks 1/1 ... [2024-12-18 00:37:43.292419] 2024-12-18T00:37:43.2928946Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:37:43.2932593Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_hooks.py', '-m', 'serial', '--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 00:37:43.292859] 2024-12-18T00:37:47.1144526Z 2024-12-18T00:37:47.1145513Z dynamo/test_hooks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_hooks_1.1_e51da7e642abbd15_.log 2024-12-18T00:37:47.1146271Z Running 0 items in this shard: 2024-12-18T00:37:47.1146468Z 2024-12-18T00:37:47.1148666Z Running dynamo/test_recompile_ux 1/1 ... [2024-12-18 00:37:47.114548] 2024-12-18T00:37:47.1149123Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:37:47.1152952Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_recompile_ux.py', '-m', 'serial', '--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 00:37:47.114941] 2024-12-18T00:37:50.9364335Z 2024-12-18T00:37:50.9365288Z dynamo/test_recompile_ux 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_recompile_ux_1.1_8a4defa4541edc8c_.log 2024-12-18T00:37:50.9366450Z Running 0 items in this shard: 2024-12-18T00:37:50.9366736Z 2024-12-18T00:37:50.9369345Z Running export/test_verifier 1/1 ... [2024-12-18 00:37:50.936606] 2024-12-18T00:37:50.9369784Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:37:50.9374123Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_verifier.py', '-m', 'serial', '--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 00:37:50.937030] 2024-12-18T00:37:54.7586657Z 2024-12-18T00:37:54.7588653Z export/test_verifier 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_verifier_1.1_acb696f043781b49_.log 2024-12-18T00:37:54.7590257Z Running 0 items in this shard: 2024-12-18T00:37:54.7590652Z 2024-12-18T00:37:54.7591587Z Running dynamo/test_guard_manager 1/1 ... [2024-12-18 00:37:54.758815] 2024-12-18T00:37:54.7592316Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:37:54.7597073Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_guard_manager.py', '-m', 'serial', '--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 00:37:54.759318] 2024-12-18T00:37:58.5813031Z 2024-12-18T00:37:58.5814544Z dynamo/test_guard_manager 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_guard_manager_1.1_61c415cac35ac513_.log 2024-12-18T00:37:58.5816259Z Running 0 items in this shard: 2024-12-18T00:37:58.5816670Z 2024-12-18T00:37:58.5817028Z Running export/test_sparse 1/1 ... [2024-12-18 00:37:58.581397] 2024-12-18T00:37:58.5817709Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:37:58.5822678Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_sparse.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:37:58.581905] 2024-12-18T00:38:02.4036447Z 2024-12-18T00:38:02.4037784Z export/test_sparse 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_sparse_1.1_a2a1811801a9ce2d_.log 2024-12-18T00:38:02.4039021Z Running 0 items in this shard: 2024-12-18T00:38:02.4039343Z 2024-12-18T00:38:02.4040156Z Running dynamo/test_input_attr_tracking 1/1 ... [2024-12-18 00:38:02.403735] 2024-12-18T00:38:02.4040865Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:38:02.4045820Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_input_attr_tracking.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:38:02.404196] 2024-12-18T00:38:06.2258163Z 2024-12-18T00:38:06.2259177Z dynamo/test_input_attr_tracking 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_input_attr_tracking_1.1_95a2975e4f8d4d34_.log 2024-12-18T00:38:06.2260100Z Running 0 items in this shard: 2024-12-18T00:38:06.2260298Z 2024-12-18T00:38:06.2262262Z Running dynamo/test_minifier 1/1 ... [2024-12-18 00:38:06.225886] 2024-12-18T00:38:06.2262704Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:38:06.2266879Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_minifier.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:38:06.226251] 2024-12-18T00:38:10.0481598Z 2024-12-18T00:38:10.0482467Z dynamo/test_minifier 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_minifier_1.1_93fc12bcffa8dae8_.log 2024-12-18T00:38:10.0483311Z Running 0 items in this shard: 2024-12-18T00:38:10.0483557Z 2024-12-18T00:38:10.0485889Z Running test_autograd 1/1 ... [2024-12-18 00:38:10.048242] 2024-12-18T00:38:10.0486702Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:38:10.0490355Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_autograd.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:38:10.048637] 2024-12-18T00:38:15.4239892Z 2024-12-18T00:38:15.4241359Z test_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autograd_1.1_7384808418f5eaaf_.log 2024-12-18T00:38:15.4243292Z Running 0 items in this shard: 2024-12-18T00:38:15.4243495Z 2024-12-18T00:38:15.4243783Z Running torch_np/numpy_tests/lib/test_arraysetops 1/1 ... [2024-12-18 00:38:15.423981] 2024-12-18T00:38:15.4244305Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:38:15.4248048Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraysetops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:38:15.424397] 2024-12-18T00:38:19.2967961Z 2024-12-18T00:38:19.2969200Z torch_np/numpy_tests/lib/test_arraysetops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraysetops_1.1_8a0925dec1f45d66_.log 2024-12-18T00:38:19.2970401Z Running 0 items in this shard: 2024-12-18T00:38:19.2971376Z 2024-12-18T00:38:19.2971703Z Running lazy/test_extract_compiled_graph 1/1 ... [2024-12-18 00:38:19.296877] 2024-12-18T00:38:19.2972286Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:38:19.2976866Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_extract_compiled_graph.py', '-m', 'serial', '--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 00:38:19.297276] 2024-12-18T00:38:21.0152503Z 2024-12-18T00:38:21.0155040Z lazy/test_extract_compiled_graph 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_extract_compiled_graph_1.1_9a36775a53840986_.log 2024-12-18T00:38:21.0156997Z 2024-12-18T00:38:21.0157320Z Running nn/test_init 1/1 ... [2024-12-18 00:38:21.015113] 2024-12-18T00:38:21.0157822Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:38:21.0159242Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_init.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:38:21.015513] 2024-12-18T00:38:25.1377030Z 2024-12-18T00:38:25.1377827Z nn/test_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_init_1.1_1c164c65b4454417_.log 2024-12-18T00:38:25.1378526Z Running 0 items in this shard: 2024-12-18T00:38:25.1378722Z 2024-12-18T00:38:25.1381504Z Running test_functional_autograd_benchmark 1/1 ... [2024-12-18 00:38:25.137759] 2024-12-18T00:38:25.1382009Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:38:25.1385548Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_functional_autograd_benchmark.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:38:25.138143] 2024-12-18T00:38:28.9598536Z 2024-12-18T00:38:28.9599684Z test_functional_autograd_benchmark 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functional_autograd_benchmark_1.1_9c7cd9911f18cfbd_.log 2024-12-18T00:38:28.9600598Z Running 0 items in this shard: 2024-12-18T00:38:28.9600856Z 2024-12-18T00:38:28.9602790Z Running lazy/test_debug_util 1/1 ... [2024-12-18 00:38:28.959927] 2024-12-18T00:38:28.9603221Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:38:28.9606974Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_debug_util.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:38:28.960330] 2024-12-18T00:38:32.7826441Z 2024-12-18T00:38:32.7827368Z lazy/test_debug_util 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_debug_util_1.1_2e4a8167435a3b64_.log 2024-12-18T00:38:32.7828151Z Running 0 items in this shard: 2024-12-18T00:38:32.7828357Z 2024-12-18T00:38:32.7830709Z Running test_shape_ops 1/1 ... [2024-12-18 00:38:32.782744] 2024-12-18T00:38:32.7831137Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:38:32.7834768Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_shape_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:38:32.783132] 2024-12-18T00:38:37.0058565Z 2024-12-18T00:38:37.0059454Z test_shape_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_shape_ops_1.1_513d49435fc70644_.log 2024-12-18T00:38:37.0060178Z Running 0 items in this shard: 2024-12-18T00:38:37.0060381Z 2024-12-18T00:38:37.0062704Z Running lazy/test_generator 1/1 ... [2024-12-18 00:38:37.005979] 2024-12-18T00:38:37.0063260Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:38:37.0066756Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_generator.py', '-m', 'serial', '--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 00:38:37.006347] 2024-12-18T00:38:40.8798446Z 2024-12-18T00:38:40.8799252Z lazy/test_generator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_generator_1.1_787c02cc0db0489e_.log 2024-12-18T00:38:40.8800208Z Running 0 items in this shard: 2024-12-18T00:38:40.8800409Z 2024-12-18T00:38:40.8802385Z Running dynamo/test_python_autograd 1/1 ... [2024-12-18 00:38:40.879932] 2024-12-18T00:38:40.8802855Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:38:40.8806526Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_python_autograd.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:38:40.880297] 2024-12-18T00:38:44.7029480Z 2024-12-18T00:38:44.7030707Z dynamo/test_python_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_autograd_1.1_4b81e22e4586f426_.log 2024-12-18T00:38:44.7031692Z Running 0 items in this shard: 2024-12-18T00:38:44.7032035Z 2024-12-18T00:38:44.7032237Z Running test_package 1/1 ... [2024-12-18 00:38:44.702928] 2024-12-18T00:38:44.7032630Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:38:44.7036278Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_package.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:38:44.703273] 2024-12-18T00:38:48.7270155Z 2024-12-18T00:38:48.7271117Z test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_package_1.1_6a03646b02f31c37_.log 2024-12-18T00:38:48.7271834Z Running 0 items in this shard: 2024-12-18T00:38:48.7272035Z 2024-12-18T00:38:48.7274027Z Running dynamo/test_comptime 1/1 ... [2024-12-18 00:38:48.727093] 2024-12-18T00:38:48.7274666Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:38:48.7279029Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_comptime.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:38:48.727556] 2024-12-18T00:38:52.5501021Z 2024-12-18T00:38:52.5502088Z dynamo/test_comptime 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_comptime_1.1_c551621356a5ef7d_.log 2024-12-18T00:38:52.5502988Z Running 0 items in this shard: 2024-12-18T00:38:52.5503184Z 2024-12-18T00:38:52.5505153Z Running test_view_ops 1/1 ... [2024-12-18 00:38:52.550213] 2024-12-18T00:38:52.5505658Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:38:52.5514825Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_view_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:38:52.550666] 2024-12-18T00:38:56.8236345Z 2024-12-18T00:38:56.8237387Z test_view_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_view_ops_1.1_4bc24bfe914190dd_.log 2024-12-18T00:38:56.8238129Z Running 0 items in this shard: 2024-12-18T00:38:56.8238333Z 2024-12-18T00:38:56.8240936Z Running test_scatter_gather_ops 1/1 ... [2024-12-18 00:38:56.823796] 2024-12-18T00:38:56.8241527Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:38:56.8246008Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_scatter_gather_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:38:56.824240] 2024-12-18T00:39:01.0976760Z 2024-12-18T00:39:01.0977878Z test_scatter_gather_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_scatter_gather_ops_1.1_4029ee533fe8c355_.log 2024-12-18T00:39:01.0978752Z Running 0 items in this shard: 2024-12-18T00:39:01.0978966Z 2024-12-18T00:39:01.0980797Z Running test_cuda_multigpu 1/1 ... [2024-12-18 00:39:01.097737] 2024-12-18T00:39:01.0981336Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:39:01.0985191Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cuda_multigpu.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:39:01.098158] 2024-12-18T00:39:05.1699164Z 2024-12-18T00:39:05.1700107Z test_cuda_multigpu 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_multigpu_1.1_b139af4e95aca73f_.log 2024-12-18T00:39:05.1701153Z Running 1 items in this shard: test/test_cuda_multigpu.py::TestCudaMultiGPU::test_memory_stats 2024-12-18T00:39:05.1701601Z 2024-12-18T00:39:05.1703367Z Running lazy/test_reuse_ir 1/1 ... [2024-12-18 00:39:05.170030] 2024-12-18T00:39:05.1703911Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:39:05.1707867Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_reuse_ir.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:39:05.170432] 2024-12-18T00:39:08.9921848Z 2024-12-18T00:39:08.9922824Z lazy/test_reuse_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_reuse_ir_1.1_65d9e6aadb55818c_.log 2024-12-18T00:39:08.9923585Z Running 0 items in this shard: 2024-12-18T00:39:08.9923790Z 2024-12-18T00:39:08.9925889Z Running functorch/test_rearrange 1/1 ... [2024-12-18 00:39:08.992253] 2024-12-18T00:39:08.9926429Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:39:08.9930584Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_rearrange.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:39:08.992693] 2024-12-18T00:39:12.8150462Z 2024-12-18T00:39:12.8152203Z functorch/test_rearrange 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_rearrange_1.1_de24e0d9d0970e9e_.log 2024-12-18T00:39:12.8153988Z Running 0 items in this shard: 2024-12-18T00:39:12.8154277Z 2024-12-18T00:39:12.8157214Z Running functorch/test_parsing 1/1 ... [2024-12-18 00:39:12.815386] 2024-12-18T00:39:12.8157838Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:39:12.8162183Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_parsing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:39:12.815815] 2024-12-18T00:39:16.6382549Z 2024-12-18T00:39:16.6383650Z functorch/test_parsing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_parsing_1.1_5fa7dbc24dcacd23_.log 2024-12-18T00:39:16.6384474Z Running 0 items in this shard: 2024-12-18T00:39:16.6384680Z 2024-12-18T00:39:16.6386409Z Running test_mkl_verbose 1/1 ... [2024-12-18 00:39:16.638330] 2024-12-18T00:39:16.6386920Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:39:16.6390641Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkl_verbose.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:39:16.638713] 2024-12-18T00:39:20.4607630Z 2024-12-18T00:39:20.4608653Z test_mkl_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkl_verbose_1.1_83d1f889de295f39_.log 2024-12-18T00:39:20.4609394Z Running 0 items in this shard: 2024-12-18T00:39:20.4609592Z 2024-12-18T00:39:20.4612555Z Running test_tensorboard 1/1 ... [2024-12-18 00:39:20.460934] 2024-12-18T00:39:20.4613053Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:39:20.4616768Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_tensorboard.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:39:20.461305] 2024-12-18T00:39:24.5840080Z 2024-12-18T00:39:24.5841080Z test_tensorboard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensorboard_1.1_a6d978b031db5bb7_.log 2024-12-18T00:39:24.5841839Z Running 0 items in this shard: 2024-12-18T00:39:24.5842095Z 2024-12-18T00:39:24.5843247Z Running test_transformers 1/1 ... [2024-12-18 00:39:24.584004] 2024-12-18T00:39:24.5843704Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:39:24.5848490Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_transformers.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:39:24.584410] 2024-12-18T00:39:32.4130428Z 2024-12-18T00:39:32.4131352Z test_transformers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_transformers_1.1_a71e68443e95a7d8_.log 2024-12-18T00:39:32.4132203Z Running 0 items in this shard: 2024-12-18T00:39:32.4132401Z 2024-12-18T00:39:32.4133021Z Running test_license 1/1 ... [2024-12-18 00:39:32.413036] 2024-12-18T00:39:32.4133407Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:39:32.4137681Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_license.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:39:32.413391] 2024-12-18T00:39:36.2344043Z 2024-12-18T00:39:36.2345074Z test_license 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_license_1.1_e0daa63661d7d313_.log 2024-12-18T00:39:36.2345821Z Running 0 items in this shard: 2024-12-18T00:39:36.2346026Z 2024-12-18T00:39:36.2347082Z Running test_comparison_utils 1/1 ... [2024-12-18 00:39:36.234418] 2024-12-18T00:39:36.2348070Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:39:36.2351413Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_comparison_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:39:36.234749] 2024-12-18T00:39:40.0560090Z 2024-12-18T00:39:40.0561524Z test_comparison_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_comparison_utils_1.1_d7d7f608ca61be2a_.log 2024-12-18T00:39:40.0562341Z Running 0 items in this shard: 2024-12-18T00:39:40.0562537Z 2024-12-18T00:39:40.0562826Z Running test_mkldnn_verbose 1/1 ... [2024-12-18 00:39:40.056008] 2024-12-18T00:39:40.0563421Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:39:40.0568022Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkldnn_verbose.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:39:40.056402] 2024-12-18T00:39:43.8784088Z 2024-12-18T00:39:43.8785465Z test_mkldnn_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_verbose_1.1_350ca6b46da293a2_.log 2024-12-18T00:39:43.8786374Z Running 0 items in this shard: 2024-12-18T00:39:43.8786585Z 2024-12-18T00:39:43.8788541Z Running test_autoload 1/1 ... [2024-12-18 00:39:43.878447] 2024-12-18T00:39:43.8789005Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:39:43.8793032Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_autoload.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:39:43.878887] 2024-12-18T00:39:47.7007026Z 2024-12-18T00:39:47.7007906Z test_autoload 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autoload_1.1_b0e48f93d3286d05_.log 2024-12-18T00:39:47.7008640Z Running 0 items in this shard: 2024-12-18T00:39:47.7008843Z 2024-12-18T00:39:47.7010288Z Running test_utils_config_module 1/1 ... [2024-12-18 00:39:47.700722] 2024-12-18T00:39:47.7010730Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:39:47.7015015Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_utils_config_module.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:39:47.701105] 2024-12-18T00:39:51.5231791Z 2024-12-18T00:39:51.5232859Z test_utils_config_module 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_utils_config_module_1.1_bb7e68d5dae4a6ec_.log 2024-12-18T00:39:51.5233686Z Running 0 items in this shard: 2024-12-18T00:39:51.5233922Z 2024-12-18T00:39:51.5234798Z Running torch_np/numpy_tests/lib/test_function_base 1/1 ... [2024-12-18 00:39:51.523194] 2024-12-18T00:39:51.5235331Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:39:51.5239522Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_function_base.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:39:51.523571] 2024-12-18T00:39:55.5960812Z 2024-12-18T00:39:55.5961921Z torch_np/numpy_tests/lib/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_function_base_1.1_6da75f0e4476619f_.log 2024-12-18T00:39:55.5962926Z Running 0 items in this shard: 2024-12-18T00:39:55.5963134Z 2024-12-18T00:39:55.5963356Z Running torch_np/test_unary_ufuncs 1/1 ... [2024-12-18 00:39:55.595976] 2024-12-18T00:39:55.5963813Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:39:55.5967989Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_unary_ufuncs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:39:55.596336] 2024-12-18T00:39:59.4180912Z 2024-12-18T00:39:59.4182409Z torch_np/test_unary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_unary_ufuncs_1.1_12ef66baa58cd321_.log 2024-12-18T00:39:59.4183366Z Running 0 items in this shard: 2024-12-18T00:39:59.4183995Z 2024-12-18T00:39:59.4184206Z Running test_ao_sparsity 1/1 ... [2024-12-18 00:39:59.418068] 2024-12-18T00:39:59.4184629Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:39:59.4188126Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ao_sparsity.py', '-m', 'serial', '--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 00:39:59.418435] 2024-12-18T00:40:03.5413806Z 2024-12-18T00:40:03.5415003Z test_ao_sparsity 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_ao_sparsity_1.1_14d44efff80dfc15_.log 2024-12-18T00:40:03.5415988Z Running 0 items in this shard: 2024-12-18T00:40:03.5416191Z 2024-12-18T00:40:03.5416855Z Running backends/xeon/test_launch 1/1 ... [2024-12-18 00:40:03.541384] 2024-12-18T00:40:03.5417305Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:40:03.5421064Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'backends/xeon/test_launch.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:40:03.541731] 2024-12-18T00:40:07.3635130Z 2024-12-18T00:40:07.3636030Z backends/xeon/test_launch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/backends.xeon.test_launch_1.1_90e023b2afa68e93_.log 2024-12-18T00:40:07.3636916Z Running 0 items in this shard: 2024-12-18T00:40:07.3637113Z 2024-12-18T00:40:07.3637302Z Running test_file_check 1/1 ... [2024-12-18 00:40:07.363395] 2024-12-18T00:40:07.3637713Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:40:07.3640943Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_file_check.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:40:07.363742] 2024-12-18T00:40:11.1856498Z 2024-12-18T00:40:11.1857759Z test_file_check 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_file_check_1.1_65aac4a1ee89c102_.log 2024-12-18T00:40:11.1858508Z Running 0 items in this shard: 2024-12-18T00:40:11.1858709Z 2024-12-18T00:40:11.1859170Z Running test_pytree 1/1 ... [2024-12-18 00:40:11.185669] 2024-12-18T00:40:11.1859607Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:40:11.1863491Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_pytree.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:40:11.186020] 2024-12-18T00:40:15.0082936Z 2024-12-18T00:40:15.0083771Z test_pytree 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_pytree_1.1_090b95e4a222e9ad_.log 2024-12-18T00:40:15.0084464Z Running 0 items in this shard: 2024-12-18T00:40:15.0084773Z 2024-12-18T00:40:15.0087583Z Running test_stateless 1/1 ... [2024-12-18 00:40:15.008447] 2024-12-18T00:40:15.0087993Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:40:15.0091829Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_stateless.py', '-m', 'serial', '--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 00:40:15.008821] 2024-12-18T00:40:19.0808680Z 2024-12-18T00:40:19.0809832Z test_stateless 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_stateless_1.1_de52fee77a2ac605_.log 2024-12-18T00:40:19.0810565Z Running 0 items in this shard: 2024-12-18T00:40:19.0810768Z 2024-12-18T00:40:19.0811324Z Running test_modules 1/1 ... [2024-12-18 00:40:19.080873] 2024-12-18T00:40:19.0811870Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:40:19.0816128Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_modules.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:40:19.081207] 2024-12-18T00:40:25.1070543Z 2024-12-18T00:40:25.1071829Z test_modules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_modules_1.1_6164af4efe41a1a2_.log 2024-12-18T00:40:25.1072609Z Running 0 items in this shard: 2024-12-18T00:40:25.1074019Z 2024-12-18T00:40:25.1074309Z Running test_decomp 3/12 ... [2024-12-18 00:40:25.106970] 2024-12-18T00:40:25.1074852Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:40:25.1077963Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=3', '--num-shards=12', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:40:25.107366] 2024-12-18T00:40:32.3850858Z 2024-12-18T00:40:32.3852491Z test_decomp 3/12 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_3.12_68d85af41b0c4611_.log 2024-12-18T00:40:32.3854015Z Running 0 items in this shard: 2024-12-18T00:40:32.3854338Z 2024-12-18T00:40:32.3854659Z Running test_decomp 6/12 ... [2024-12-18 00:40:32.385075] 2024-12-18T00:40:32.3855283Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:40:32.3860030Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=6', '--num-shards=12', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:40:32.385610] 2024-12-18T00:40:39.6636232Z 2024-12-18T00:40:39.6638179Z test_decomp 6/12 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_6.12_e31072e0a7ffa4c4_.log 2024-12-18T00:40:39.6639101Z Running 0 items in this shard: 2024-12-18T00:40:39.6639300Z 2024-12-18T00:40:39.6639514Z Running test_decomp 9/12 ... [2024-12-18 00:40:39.663370] 2024-12-18T00:40:39.6639908Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:40:39.6641528Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=9', '--num-shards=12', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:40:39.663724] 2024-12-18T00:40:46.8916514Z 2024-12-18T00:40:46.8917423Z test_decomp 9/12 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_9.12_6af395ece1af5dc1_.log 2024-12-18T00:40:46.8918332Z Running 0 items in this shard: 2024-12-18T00:40:46.8918538Z 2024-12-18T00:40:46.8918712Z Running test_decomp 12/12 ... [2024-12-18 00:40:46.891516] 2024-12-18T00:40:46.8919201Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:40:46.8922764Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=12', '--num-shards=12', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:40:46.891868] 2024-12-18T00:40:54.1202655Z 2024-12-18T00:40:54.1203447Z test_decomp 12/12 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_12.12_f8ef87ad79e67278_.log 2024-12-18T00:40:54.1204181Z Running 0 items in this shard: 2024-12-18T00:40:54.1204993Z 2024-12-18T00:40:54.1206081Z Running test_legacy_vmap 1/1 ... [2024-12-18 00:40:54.120249] 2024-12-18T00:40:54.1206494Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:40:54.1210694Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_legacy_vmap.py', '-m', 'serial', '--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 00:40:54.120634] 2024-12-18T00:40:58.3433993Z 2024-12-18T00:40:58.3435535Z test_legacy_vmap 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_legacy_vmap_1.1_cad32b5a43b1f441_.log 2024-12-18T00:40:58.3436343Z Running 0 items in this shard: 2024-12-18T00:40:58.3436641Z 2024-12-18T00:40:58.3437251Z Running test_subclass 1/1 ... [2024-12-18 00:40:58.343418] 2024-12-18T00:40:58.3437663Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:40:58.3442042Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_subclass.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:40:58.343808] 2024-12-18T00:41:02.1652355Z 2024-12-18T00:41:02.1653150Z test_subclass 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_subclass_1.1_f8ac335d8cda1d9f_.log 2024-12-18T00:41:02.1653879Z Running 0 items in this shard: 2024-12-18T00:41:02.1654087Z 2024-12-18T00:41:02.1656499Z Running torch_np/numpy_tests/linalg/test_linalg 1/1 ... [2024-12-18 00:41:02.165295] 2024-12-18T00:41:02.1657019Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:41:02.1660368Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/linalg/test_linalg.py', '-m', 'serial', '--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 00:41:02.165666] 2024-12-18T00:41:06.0880794Z 2024-12-18T00:41:06.0882089Z torch_np/numpy_tests/linalg/test_linalg 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.linalg.test_linalg_1.1_c1392a1515fde567_.log 2024-12-18T00:41:06.0883163Z Running 0 items in this shard: 2024-12-18T00:41:06.0883463Z 2024-12-18T00:41:06.0883944Z Running test_dlpack 1/1 ... [2024-12-18 00:41:06.088082] 2024-12-18T00:41:06.0884340Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:41:06.0888513Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_dlpack.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:41:06.088454] 2024-12-18T00:41:10.3110869Z 2024-12-18T00:41:10.3111945Z test_dlpack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dlpack_1.1_109d5f66d2991fc4_.log 2024-12-18T00:41:10.3112676Z Running 0 items in this shard: 2024-12-18T00:41:10.3112876Z 2024-12-18T00:41:10.3114616Z Running nn/test_embedding 1/1 ... [2024-12-18 00:41:10.311092] 2024-12-18T00:41:10.3115040Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:41:10.3118683Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_embedding.py', '-m', 'serial', '--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 00:41:10.311479] 2024-12-18T00:41:14.7348705Z 2024-12-18T00:41:14.7350770Z nn/test_embedding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_embedding_1.1_4059c9f3cbdad14d_.log 2024-12-18T00:41:14.7351657Z Running 0 items in this shard: 2024-12-18T00:41:14.7351864Z 2024-12-18T00:41:14.7352403Z Running torch_np/numpy_tests/lib/test_type_check 1/1 ... [2024-12-18 00:41:14.734910] 2024-12-18T00:41:14.7352909Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:41:14.7356515Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_type_check.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:41:14.735277] 2024-12-18T00:41:18.5571576Z 2024-12-18T00:41:18.5573020Z torch_np/numpy_tests/lib/test_type_check 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_type_check_1.1_0980454a0109a19a_.log 2024-12-18T00:41:18.5574775Z Running 0 items in this shard: 2024-12-18T00:41:18.5574984Z 2024-12-18T00:41:18.5575157Z Running test_masked 1/1 ... [2024-12-18 00:41:18.557064] 2024-12-18T00:41:18.5575551Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:41:18.5577463Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_masked.py', '-m', 'serial', '--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 00:41:18.557424] 2024-12-18T00:41:23.6818633Z 2024-12-18T00:41:23.6820118Z test_masked 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_masked_1.1_9e9a4afe955b2c82_.log 2024-12-18T00:41:23.6820844Z Running 0 items in this shard: 2024-12-18T00:41:23.6821043Z 2024-12-18T00:41:23.6822823Z Running test_jit 1/1 ... [2024-12-18 00:41:23.681926] 2024-12-18T00:41:23.6823214Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:41:23.6826587Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit.py', '-m', 'serial', '--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 00:41:23.682294] 2024-12-18T00:41:29.8084085Z 2024-12-18T00:41:29.8085402Z test_jit 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_1.1_c62f03db3c6e0625_.log 2024-12-18T00:41:29.8086128Z Running 0 items in this shard: 2024-12-18T00:41:29.8086380Z 2024-12-18T00:41:29.8087029Z Running torch_np/numpy_tests/core/test_indexing 1/1 ... [2024-12-18 00:41:29.808400] 2024-12-18T00:41:29.8087546Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:41:29.8091994Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_indexing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:41:29.808797] 2024-12-18T00:41:33.6813090Z 2024-12-18T00:41:33.6814641Z torch_np/numpy_tests/core/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_indexing_1.1_c629fde0ad9f1e1a_.log 2024-12-18T00:41:33.6815815Z Running 0 items in this shard: 2024-12-18T00:41:33.6816022Z 2024-12-18T00:41:33.6816817Z Running functorch/test_vmap_registrations 1/1 ... [2024-12-18 00:41:33.681293] 2024-12-18T00:41:33.6817375Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:41:33.6820091Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_vmap_registrations.py', '-m', 'serial', '--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 00:41:33.681631] 2024-12-18T00:41:37.8039575Z 2024-12-18T00:41:37.8041176Z functorch/test_vmap_registrations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_vmap_registrations_1.1_955b87604439eaac_.log 2024-12-18T00:41:37.8042117Z Running 0 items in this shard: 2024-12-18T00:41:37.8042330Z 2024-12-18T00:41:37.8042583Z Running profiler/test_memory_profiler 1/1 ... [2024-12-18 00:41:37.803934] 2024-12-18T00:41:37.8043060Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:41:37.8046332Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_memory_profiler.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:41:37.804273] 2024-12-18T00:41:42.0266848Z 2024-12-18T00:41:42.0268530Z profiler/test_memory_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_memory_profiler_1.1_c06070afb2521305_.log 2024-12-18T00:41:42.0270054Z Running 0 items in this shard: 2024-12-18T00:41:42.0270263Z 2024-12-18T00:41:42.0271269Z Running test_maskedtensor 1/1 ... [2024-12-18 00:41:42.026752] 2024-12-18T00:41:42.0271708Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:41:42.0276762Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_maskedtensor.py', '-m', 'serial', '--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 00:41:42.027252] 2024-12-18T00:41:47.4024644Z 2024-12-18T00:41:47.4026178Z test_maskedtensor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_maskedtensor_1.1_15a0bb9039595891_.log 2024-12-18T00:41:47.4027492Z Running 0 items in this shard: 2024-12-18T00:41:47.4027785Z 2024-12-18T00:41:47.4028123Z Running nn/test_dropout 1/1 ... [2024-12-18 00:41:47.402440] 2024-12-18T00:41:47.4028697Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:41:47.4033439Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_dropout.py', '-m', 'serial', '--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 00:41:47.402931] 2024-12-18T00:41:51.6756165Z 2024-12-18T00:41:51.6757145Z nn/test_dropout 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_dropout_1.1_1ac954cfb60c2321_.log 2024-12-18T00:41:51.6757914Z Running 0 items in this shard: 2024-12-18T00:41:51.6758118Z 2024-12-18T00:41:51.6758757Z Running test_meta 1/1 ... [2024-12-18 00:41:51.675573] 2024-12-18T00:41:51.6759142Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:41:51.6763469Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_meta.py', '-m', 'serial', '--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 00:41:51.675988] 2024-12-18T00:42:05.4653556Z 2024-12-18T00:42:05.4654911Z test_meta 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_meta_1.1_15c457b3a9273b15_.log 2024-12-18T00:42:05.4655649Z Running 0 items in this shard: 2024-12-18T00:42:05.4655845Z 2024-12-18T00:42:05.4656202Z Running test_mkldnn_fusion 1/1 ... [2024-12-18 00:42:05.465299] 2024-12-18T00:42:05.4656613Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:42:05.4660237Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkldnn_fusion.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:42:05.465650] 2024-12-18T00:42:09.3380308Z 2024-12-18T00:42:09.3381536Z test_mkldnn_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_fusion_1.1_f00122f631233309_.log 2024-12-18T00:42:09.3382882Z Running 0 items in this shard: 2024-12-18T00:42:09.3383229Z 2024-12-18T00:42:09.3383502Z Running test_vulkan 1/1 ... [2024-12-18 00:42:09.338055] 2024-12-18T00:42:09.3384090Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:42:09.3389274Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_vulkan.py', '-m', 'serial', '--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 00:42:09.338519] 2024-12-18T00:42:13.1599562Z 2024-12-18T00:42:13.1601057Z test_vulkan 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_vulkan_1.1_966eacbf02599929_.log 2024-12-18T00:42:13.1602277Z Running 0 items in this shard: 2024-12-18T00:42:13.1602605Z 2024-12-18T00:42:13.1602853Z Running test_weak 1/1 ... [2024-12-18 00:42:13.159928] 2024-12-18T00:42:13.1603389Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:42:13.1608056Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_weak.py', '-m', 'serial', '--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 00:42:13.160399] 2024-12-18T00:42:16.9820772Z 2024-12-18T00:42:16.9821708Z test_weak 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_weak_1.1_aa92bb45de68a444_.log 2024-12-18T00:42:16.9822429Z Running 0 items in this shard: 2024-12-18T00:42:16.9822634Z 2024-12-18T00:42:16.9823357Z Running optim/test_swa_utils 1/1 ... [2024-12-18 00:42:16.982071] 2024-12-18T00:42:16.9823803Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:42:16.9828026Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'optim/test_swa_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:42:16.982463] 2024-12-18T00:42:20.7045039Z 2024-12-18T00:42:20.7046250Z optim/test_swa_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/optim.test_swa_utils_1.1_6acf1a2db93d883d_.log 2024-12-18T00:42:20.7046931Z 2024-12-18T00:42:20.7047408Z Running test_type_info 1/1 ... [2024-12-18 00:42:20.704464] 2024-12-18T00:42:20.7047810Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:42:20.7052459Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_type_info.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:42:20.704887] 2024-12-18T00:42:24.5264406Z 2024-12-18T00:42:24.5265483Z test_type_info 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_info_1.1_982f6193e4ad385b_.log 2024-12-18T00:42:24.5266215Z Running 0 items in this shard: 2024-12-18T00:42:24.5266421Z 2024-12-18T00:42:24.5266960Z Running test_futures 1/1 ... [2024-12-18 00:42:24.526414] 2024-12-18T00:42:24.5267351Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:42:24.5271697Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_futures.py', '-m', 'serial', '--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 00:42:24.526821] 2024-12-18T00:42:28.3490965Z 2024-12-18T00:42:28.3492365Z test_futures 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_futures_1.1_22bb91459a904058_.log 2024-12-18T00:42:28.3493784Z Running 0 items in this shard: 2024-12-18T00:42:28.3494102Z 2024-12-18T00:42:28.3494601Z Running torch_np/numpy_tests/core/test_numerictypes 1/1 ... [2024-12-18 00:42:28.349071] 2024-12-18T00:42:28.3495360Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:42:28.3499872Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numerictypes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:42:28.349563] 2024-12-18T00:42:32.1720286Z 2024-12-18T00:42:32.1721631Z torch_np/numpy_tests/core/test_numerictypes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numerictypes_1.1_c6b486992ef42558_.log 2024-12-18T00:42:32.1722639Z Running 0 items in this shard: 2024-12-18T00:42:32.1723179Z 2024-12-18T00:42:32.1723379Z Running test_jit_llga_fuser 1/1 ... [2024-12-18 00:42:32.172019] 2024-12-18T00:42:32.1723793Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:42:32.1727931Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit_llga_fuser.py', '-m', 'serial', '--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 00:42:32.172431] 2024-12-18T00:42:36.5471139Z 2024-12-18T00:42:36.5472593Z test_jit_llga_fuser 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_llga_fuser_1.1_529f7d9ec03eadb1_.log 2024-12-18T00:42:36.5474497Z Running 0 items in this shard: 2024-12-18T00:42:36.5474865Z 2024-12-18T00:42:36.5478120Z Running torch_np/numpy_tests/core/test_dtype 1/1 ... [2024-12-18 00:42:36.547489] 2024-12-18T00:42:36.5478624Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:42:36.5482283Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_dtype.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:42:36.547872] 2024-12-18T00:42:40.4198622Z 2024-12-18T00:42:40.4199884Z torch_np/numpy_tests/core/test_dtype 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_dtype_1.1_2681b5a0f9137e1e_.log 2024-12-18T00:42:40.4200905Z Running 0 items in this shard: 2024-12-18T00:42:40.4201110Z 2024-12-18T00:42:40.4201878Z Running test_jit_fuser_te 1/1 ... [2024-12-18 00:42:40.419913] 2024-12-18T00:42:40.4202290Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:42:40.4205974Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit_fuser_te.py', '-m', 'serial', '--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 00:42:40.420248] 2024-12-18T00:42:47.5477458Z 2024-12-18T00:42:47.5478501Z test_jit_fuser_te 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_fuser_te_1.1_a57583ee35725d7e_.log 2024-12-18T00:42:47.5479418Z Running 0 items in this shard: 2024-12-18T00:42:47.5479695Z 2024-12-18T00:42:47.5480463Z Running torch_np/numpy_tests/core/test_getlimits 1/1 ... [2024-12-18 00:42:47.547750] 2024-12-18T00:42:47.5480980Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:42:47.5485319Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_getlimits.py', '-m', 'serial', '--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 00:42:47.548117] 2024-12-18T00:42:51.4198703Z 2024-12-18T00:42:51.4199741Z torch_np/numpy_tests/core/test_getlimits 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_getlimits_1.1_d59d01638f03f239_.log 2024-12-18T00:42:51.4200936Z Running 0 items in this shard: 2024-12-18T00:42:51.4201202Z 2024-12-18T00:42:51.4201792Z Running test_functional_optim 1/1 ... [2024-12-18 00:42:51.419843] 2024-12-18T00:42:51.4202236Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:42:51.4206359Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_functional_optim.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:42:51.420215] 2024-12-18T00:42:55.4421044Z 2024-12-18T00:42:55.4421736Z test_functional_optim 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functional_optim_1.1_7b6c75e2c8341f9a_.log 2024-12-18T00:42:55.4422524Z Running 0 items in this shard: 2024-12-18T00:42:55.4422727Z 2024-12-18T00:42:55.4424532Z Running nn/test_load_state_dict 1/1 ... [2024-12-18 00:42:55.442130] 2024-12-18T00:42:55.4425251Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:42:55.4428589Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_load_state_dict.py', '-m', 'serial', '--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 00:42:55.442477] 2024-12-18T00:42:59.5141580Z 2024-12-18T00:42:59.5142771Z nn/test_load_state_dict 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_load_state_dict_1.1_0720f9d86e80c887_.log 2024-12-18T00:42:59.5143584Z Running 0 items in this shard: 2024-12-18T00:42:59.5143791Z 2024-12-18T00:42:59.5144016Z Running torch_np/test_function_base 1/1 ... [2024-12-18 00:42:59.514064] 2024-12-18T00:42:59.5144464Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:42:59.5147593Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_function_base.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:42:59.514395] 2024-12-18T00:43:03.3357598Z 2024-12-18T00:43:03.3358629Z torch_np/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_function_base_1.1_779e95be0322e132_.log 2024-12-18T00:43:03.3359526Z Running 0 items in this shard: 2024-12-18T00:43:03.3359809Z 2024-12-18T00:43:03.3361433Z Running test_mkldnn 1/1 ... [2024-12-18 00:43:03.335737] 2024-12-18T00:43:03.3361933Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:43:03.3365087Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkldnn.py', '-m', 'serial', '--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 00:43:03.336108] 2024-12-18T00:43:07.6584494Z 2024-12-18T00:43:07.6586114Z test_mkldnn 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_1.1_aa9d0f4d3bdbd918_.log 2024-12-18T00:43:07.6586879Z Running 0 items in this shard: 2024-12-18T00:43:07.6587075Z 2024-12-18T00:43:07.6587301Z Running test_xnnpack_integration 1/1 ... [2024-12-18 00:43:07.658375] 2024-12-18T00:43:07.6587754Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:43:07.6591329Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_xnnpack_integration.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:43:07.658734] 2024-12-18T00:43:11.5310560Z 2024-12-18T00:43:11.5311606Z test_xnnpack_integration 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_xnnpack_integration_1.1_c6f04b20d83017fa_.log 2024-12-18T00:43:11.5312572Z Running 0 items in this shard: 2024-12-18T00:43:11.5312803Z 2024-12-18T00:43:11.5313595Z Running test_indexing 1/1 ... [2024-12-18 00:43:11.531035] 2024-12-18T00:43:11.5313995Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:43:11.5318316Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_indexing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:43:11.531459] 2024-12-18T00:43:15.7536762Z 2024-12-18T00:43:15.7538010Z test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_indexing_1.1_90a28fb5a9287107_.log 2024-12-18T00:43:15.7539535Z Running 1 items in this shard: test/test_indexing.py::TestIndexingCUDA::test_index_put_accumulate_large_tensor_cuda 2024-12-18T00:43:15.7540258Z 2024-12-18T00:43:15.7540657Z Running torch_np/numpy_tests/lib/test_shape_base_ 1/1 ... [2024-12-18 00:43:15.753607] 2024-12-18T00:43:15.7541386Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:43:15.7544376Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_shape_base_.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:43:15.754057] 2024-12-18T00:43:19.6263552Z 2024-12-18T00:43:19.6264716Z torch_np/numpy_tests/lib/test_shape_base_ 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_shape_base__1.1_3ade36c109163275_.log 2024-12-18T00:43:19.6266127Z Running 0 items in this shard: 2024-12-18T00:43:19.6266341Z 2024-12-18T00:43:19.6266705Z Running test_datapipe 1/1 ... [2024-12-18 00:43:19.626370] 2024-12-18T00:43:19.6267129Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:43:19.6271032Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_datapipe.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:43:19.626767] 2024-12-18T00:43:23.6987584Z 2024-12-18T00:43:23.6988391Z test_datapipe 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_datapipe_1.1_29f53182c93fe0f4_.log 2024-12-18T00:43:23.6989232Z Running 0 items in this shard: 2024-12-18T00:43:23.6989437Z 2024-12-18T00:43:23.6991022Z Running torch_np/numpy_tests/fft/test_pocketfft 1/1 ... [2024-12-18 00:43:23.698729] 2024-12-18T00:43:23.6991539Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:43:23.6995383Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/fft/test_pocketfft.py', '-m', 'serial', '--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 00:43:23.699068] 2024-12-18T00:43:27.5203764Z 2024-12-18T00:43:27.5204903Z torch_np/numpy_tests/fft/test_pocketfft 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.fft.test_pocketfft_1.1_6e37fdc4ded6c4ee_.log 2024-12-18T00:43:27.5206239Z Running 0 items in this shard: 2024-12-18T00:43:27.5206437Z 2024-12-18T00:43:27.5207076Z Running torch_np/test_ndarray_methods 1/1 ... [2024-12-18 00:43:27.520410] 2024-12-18T00:43:27.5207530Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:43:27.5211128Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_ndarray_methods.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:43:27.520750] 2024-12-18T00:43:31.3930890Z 2024-12-18T00:43:31.3932241Z torch_np/test_ndarray_methods 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_ndarray_methods_1.1_39fbe58c129dbb6b_.log 2024-12-18T00:43:31.3933353Z Running 0 items in this shard: 2024-12-18T00:43:31.3933647Z 2024-12-18T00:43:31.3934487Z Running torch_np/numpy_tests/lib/test_twodim_base 1/1 ... [2024-12-18 00:43:31.393173] 2024-12-18T00:43:31.3935182Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:43:31.3940451Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_twodim_base.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:43:31.393641] 2024-12-18T00:43:35.2155240Z 2024-12-18T00:43:35.2156879Z torch_np/numpy_tests/lib/test_twodim_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_twodim_base_1.1_051e5e8b0ee96757_.log 2024-12-18T00:43:35.2157849Z Running 0 items in this shard: 2024-12-18T00:43:35.2158055Z 2024-12-18T00:43:35.2159019Z Running torch_np/numpy_tests/core/test_dlpack 1/1 ... [2024-12-18 00:43:35.215623] 2024-12-18T00:43:35.2160009Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:43:35.2163223Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_dlpack.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:43:35.215951] 2024-12-18T00:43:39.0374029Z 2024-12-18T00:43:39.0375711Z torch_np/numpy_tests/core/test_dlpack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_dlpack_1.1_1f61cb12d5e9cccf_.log 2024-12-18T00:43:39.0376656Z Running 0 items in this shard: 2024-12-18T00:43:39.0376856Z 2024-12-18T00:43:39.0377228Z Running torch_np/numpy_tests/lib/test_index_tricks 1/1 ... [2024-12-18 00:43:39.037410] 2024-12-18T00:43:39.0377800Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:43:39.0381256Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_index_tricks.py', '-m', 'serial', '--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 00:43:39.037746] 2024-12-18T00:43:42.8591681Z 2024-12-18T00:43:42.8592945Z torch_np/numpy_tests/lib/test_index_tricks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_index_tricks_1.1_03f5511d916ed686_.log 2024-12-18T00:43:42.8593933Z Running 0 items in this shard: 2024-12-18T00:43:42.8594132Z 2024-12-18T00:43:42.8594625Z Running nn/test_module_hooks 1/1 ... [2024-12-18 00:43:42.859170] 2024-12-18T00:43:42.8595063Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:43:42.8599255Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_module_hooks.py', '-m', 'serial', '--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 00:43:42.859566] 2024-12-18T00:43:47.0321501Z 2024-12-18T00:43:47.0322456Z nn/test_module_hooks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_module_hooks_1.1_bf6ba95d36b79cb1_.log 2024-12-18T00:43:47.0323326Z Running 0 items in this shard: 2024-12-18T00:43:47.0323541Z 2024-12-18T00:43:47.0324277Z Running test_function_schema 1/1 ... [2024-12-18 00:43:47.032163] 2024-12-18T00:43:47.0324754Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:43:47.0328920Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_function_schema.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:43:47.032509] 2024-12-18T00:43:50.8543609Z 2024-12-18T00:43:50.8544669Z test_function_schema 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_function_schema_1.1_18c154d36f2a4d23_.log 2024-12-18T00:43:50.8545909Z Running 0 items in this shard: 2024-12-18T00:43:50.8546193Z 2024-12-18T00:43:50.8546945Z Running torch_np/numpy_tests/fft/test_helper 1/1 ... [2024-12-18 00:43:50.854371] 2024-12-18T00:43:50.8547649Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:43:50.8552180Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/fft/test_helper.py', '-m', 'serial', '--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 00:43:50.854813] 2024-12-18T00:43:54.6763441Z 2024-12-18T00:43:54.6764658Z torch_np/numpy_tests/fft/test_helper 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.fft.test_helper_1.1_f41169723bab433e_.log 2024-12-18T00:43:54.6765719Z Running 0 items in this shard: 2024-12-18T00:43:54.6765952Z 2024-12-18T00:43:54.6768428Z Running torch_np/numpy_tests/core/test_scalar_methods 1/1 ... [2024-12-18 00:43:54.676291] 2024-12-18T00:43:54.6769300Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:43:54.6770524Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_methods.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:43:54.676634] 2024-12-18T00:43:58.4984807Z 2024-12-18T00:43:58.4986620Z torch_np/numpy_tests/core/test_scalar_methods 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_methods_1.1_9b22683f5e392db6_.log 2024-12-18T00:43:58.4987894Z Running 0 items in this shard: 2024-12-18T00:43:58.4988092Z 2024-12-18T00:43:58.4988404Z Running test_schema_check 1/1 ... [2024-12-18 00:43:58.498545] 2024-12-18T00:43:58.4988993Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:43:58.4992874Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_schema_check.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:43:58.498895] 2024-12-18T00:44:04.8254687Z 2024-12-18T00:44:04.8255703Z test_schema_check 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_schema_check_1.1_8d2c83ea9398ea19_.log 2024-12-18T00:44:04.8256468Z Running 0 items in this shard: 2024-12-18T00:44:04.8256686Z 2024-12-18T00:44:04.8257013Z Running test_unary_ufuncs 1/1 ... [2024-12-18 00:44:04.825416] 2024-12-18T00:44:04.8257579Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:44:04.8261412Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_unary_ufuncs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:44:04.825757] 2024-12-18T00:44:15.3102665Z 2024-12-18T00:44:15.3103670Z test_unary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_unary_ufuncs_1.1_4271cd895351c7c5_.log 2024-12-18T00:44:15.3104424Z Running 0 items in this shard: 2024-12-18T00:44:15.3104621Z 2024-12-18T00:44:15.3105612Z Running torch_np/numpy_tests/lib/test_arraypad 1/1 ... [2024-12-18 00:44:15.310293] 2024-12-18T00:44:15.3106125Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:44:15.3109750Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraypad.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:44:15.310645] 2024-12-18T00:44:19.1327217Z 2024-12-18T00:44:19.1329520Z torch_np/numpy_tests/lib/test_arraypad 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraypad_1.1_4c3136234fbdc1d9_.log 2024-12-18T00:44:19.1331345Z Running 0 items in this shard: 2024-12-18T00:44:19.1331662Z 2024-12-18T00:44:19.1332021Z Running torch_np/test_scalars_0D_arrays 1/1 ... [2024-12-18 00:44:19.132750] 2024-12-18T00:44:19.1332676Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:44:19.1336518Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_scalars_0D_arrays.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:44:19.133279] 2024-12-18T00:44:22.9558000Z 2024-12-18T00:44:22.9559196Z torch_np/test_scalars_0D_arrays 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_scalars_0D_arrays_1.1_e048571ed9876462_.log 2024-12-18T00:44:22.9560064Z Running 0 items in this shard: 2024-12-18T00:44:22.9560262Z 2024-12-18T00:44:22.9560798Z Running test_jit_autocast 1/1 ... [2024-12-18 00:44:22.955808] 2024-12-18T00:44:22.9561562Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:44:22.9565686Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit_autocast.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:44:22.956215] 2024-12-18T00:44:28.4831738Z 2024-12-18T00:44:28.4832600Z test_jit_autocast 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_autocast_1.1_4233ec10f4760743_.log 2024-12-18T00:44:28.4833654Z Running 0 items in this shard: 2024-12-18T00:44:28.4833859Z 2024-12-18T00:44:28.4834054Z Running test_type_promotion 1/1 ... [2024-12-18 00:44:28.483154] 2024-12-18T00:44:28.4834485Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:44:28.4838344Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_type_promotion.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:44:28.483499] 2024-12-18T00:44:32.9565397Z 2024-12-18T00:44:32.9566415Z test_type_promotion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_promotion_1.1_4cc31229e10ce30d_.log 2024-12-18T00:44:32.9567232Z Running 0 items in this shard: 2024-12-18T00:44:32.9567448Z 2024-12-18T00:44:32.9567788Z Running test_dataloader 1/2 ... [2024-12-18 00:44:32.956473] 2024-12-18T00:44:32.9568213Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:44:32.9572692Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_dataloader.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:44:32.956914] 2024-12-18T00:44:37.6798653Z 2024-12-18T00:44:37.6799620Z test_dataloader 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_dataloader_1.2_bb12f3aa9251b2fd_.log 2024-12-18T00:44:37.6800394Z Running 0 items in this shard: 2024-12-18T00:44:37.6800590Z 2024-12-18T00:44:37.6800910Z Running torch_np/numpy_tests/core/test_scalar_ctors 1/1 ... [2024-12-18 00:44:37.679818] 2024-12-18T00:44:37.6801444Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:44:37.6805420Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_ctors.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:44:37.680168] 2024-12-18T00:44:41.5023373Z 2024-12-18T00:44:41.5024468Z torch_np/numpy_tests/core/test_scalar_ctors 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_ctors_1.1_470e43b03a485878_.log 2024-12-18T00:44:41.5025453Z Running 0 items in this shard: 2024-12-18T00:44:41.5025686Z 2024-12-18T00:44:41.5026431Z Running torch_np/test_reductions 1/1 ... [2024-12-18 00:44:41.502403] 2024-12-18T00:44:41.5026889Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:44:41.5031335Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_reductions.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:44:41.502790] 2024-12-18T00:44:45.5750510Z 2024-12-18T00:44:45.5752177Z torch_np/test_reductions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_reductions_1.1_14bda7bed97afacc_.log 2024-12-18T00:44:45.5753658Z Running 0 items in this shard: 2024-12-18T00:44:45.5754082Z 2024-12-18T00:44:45.5755199Z Running test_dynamic_shapes 1/1 ... [2024-12-18 00:44:45.575216] 2024-12-18T00:44:45.5755877Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:44:45.5760908Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_dynamic_shapes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:44:45.575708] 2024-12-18T00:44:49.4476499Z 2024-12-18T00:44:49.4477574Z test_dynamic_shapes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dynamic_shapes_1.1_6ce822207b3fa854_.log 2024-12-18T00:44:49.4478356Z Running 0 items in this shard: 2024-12-18T00:44:49.4478564Z 2024-12-18T00:44:49.4480502Z Running test_serialization 1/1 ... [2024-12-18 00:44:49.447699] 2024-12-18T00:44:49.4480946Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:44:49.4483868Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_serialization.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:44:49.448039] 2024-12-18T00:44:53.9205598Z 2024-12-18T00:44:53.9210171Z test_serialization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_serialization_1.1_14b60966a0a0da00_.log 2024-12-18T00:44:53.9211883Z Running 1 items in this shard: test/test_serialization.py::TestSerialization::test_serialization_2gb_file 2024-12-18T00:44:53.9212379Z 2024-12-18T00:44:53.9212543Z Running test_prims 1/1 ... [2024-12-18 00:44:53.920354] 2024-12-18T00:44:53.9212923Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:44:53.9213993Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_prims.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:44:53.920753] 2024-12-18T00:44:58.9954007Z 2024-12-18T00:44:58.9954941Z test_prims 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_prims_1.1_07d11aec247f72de_.log 2024-12-18T00:44:58.9955663Z Running 0 items in this shard: 2024-12-18T00:44:58.9955868Z 2024-12-18T00:44:58.9956767Z Running test_sparse_csr 1/2 ... [2024-12-18 00:44:58.995403] 2024-12-18T00:44:58.9957189Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:44:58.9961045Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_sparse_csr.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:44:58.995745] 2024-12-18T00:45:05.5224852Z 2024-12-18T00:45:05.5225696Z test_sparse_csr 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_sparse_csr_1.2_caaabce6e9928502_.log 2024-12-18T00:45:05.5226442Z Running 0 items in this shard: 2024-12-18T00:45:05.5226651Z 2024-12-18T00:45:05.5228178Z Running profiler/test_torch_tidy 1/1 ... [2024-12-18 00:45:05.522471] 2024-12-18T00:45:05.5228647Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:45:05.5232041Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_torch_tidy.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:45:05.522818] 2024-12-18T00:45:09.3447545Z 2024-12-18T00:45:09.3448528Z profiler/test_torch_tidy 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_torch_tidy_1.1_9535e9cb0e3d12ef_.log 2024-12-18T00:45:09.3449623Z Running 0 items in this shard: 2024-12-18T00:45:09.3450520Z 2024-12-18T00:45:09.3450700Z Running test_sparse 1/1 ... [2024-12-18 00:45:09.344802] 2024-12-18T00:45:09.3451092Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:45:09.3454963Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_sparse.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:45:09.345136] 2024-12-18T00:45:15.2207744Z 2024-12-18T00:45:15.2208361Z test_sparse 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_sparse_1.1_4b2893a87c1fc1c0_.log 2024-12-18T00:45:15.2209048Z Running 0 items in this shard: 2024-12-18T00:45:15.2209249Z 2024-12-18T00:45:15.2210954Z Running profiler/test_record_function 1/1 ... [2024-12-18 00:45:15.220635] 2024-12-18T00:45:15.2211439Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:45:15.2215897Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_record_function.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:45:15.220999] 2024-12-18T00:45:19.0422869Z 2024-12-18T00:45:19.0424044Z profiler/test_record_function 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_record_function_1.1_0e184f7285a3132a_.log 2024-12-18T00:45:19.0424967Z Running 0 items in this shard: 2024-12-18T00:45:19.0425171Z 2024-12-18T00:45:19.0425742Z Running profiler/test_execution_trace 1/1 ... [2024-12-18 00:45:19.042295] 2024-12-18T00:45:19.0429459Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:45:19.0430612Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_execution_trace.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:45:19.042669] 2024-12-18T00:45:23.3149755Z 2024-12-18T00:45:23.3150816Z profiler/test_execution_trace 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_execution_trace_1.1_569998809fbaea02_.log 2024-12-18T00:45:23.3151694Z Running 0 items in this shard: 2024-12-18T00:45:23.3151899Z 2024-12-18T00:45:23.3261692Z Running test_public_bindings 1/1 ... [2024-12-18 00:45:23.325681] 2024-12-18T00:45:23.3262740Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:45:23.3266488Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_public_bindings.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:45:23.326144] 2024-12-18T00:45:23.3312715Z Running inductor/test_aot_inductor 1/1 ... [2024-12-18 00:45:23.330907] 2024-12-18T00:45:23.3313336Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:45:23.3316652Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor.py', '-m', 'not serial', '--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 00:45:23.331303] 2024-12-18T00:45:23.3417707Z Running test_cuda_expandable_segments 1/1 ... [2024-12-18 00:45:23.341269] 2024-12-18T00:45:23.3418211Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:45:23.3422290Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cuda_expandable_segments.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:45:23.341786] 2024-12-18T00:45:27.5001159Z 2024-12-18T00:45:27.5002698Z test_public_bindings 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_public_bindings_1.1_fe274afa5a9924c7_.log 2024-12-18T00:45:27.5005734Z Running 4 items in this shard: test/test_public_bindings.py::TestPublicBindings::test_correct_module_names, test/test_public_bindings.py::TestPublicBindings::test_modules_can_be_imported, test/test_public_bindings.py::TestPublicBindings::test_no_new_bindings, test/test_public_bindings.py::TestPublicBindings::test_no_new_reexport_callables 2024-12-18T00:45:27.5007588Z 2024-12-18T00:45:28.1819467Z Uploading artifacts took 0.68 seconds 2024-12-18T00:45:31.8139012Z 2024-12-18T00:45:31.8140381Z inductor/test_aot_inductor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_1.1_744ca77cf9c99f2f_.log 2024-12-18T00:45:31.8379581Z Running 367 items in this shard: test/inductor/test_aot_inductor.py::AOTInductorLoggingTest::test_shape_env_reuse, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_add_complex_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_addmm_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_addmm_multiple_dynamic_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_aliased_buffer_reuse_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_amp_fallback_random_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_aoti_debug_printer_codegen_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_aoti_debug_printer_cpp_kernel_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_aoti_debug_printer_sym_inputs_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_aoti_debug_printer_user_defined_triton_kernel_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_aoti_debug_printing_model_inputs_codegen_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_assert_async_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_bmm_multiple_dynamic_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_bool_input_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_buffer_mutation_1_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_buffer_mutation_2_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_buffer_mutation_3_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_buffer_mutation_4_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_buffer_mutation_and_force_mmap_weights_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_buffer_reuse_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_nested_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_non_tensor_predicates_dynamic_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_non_tensor_predicates_dynamic_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_share_predicte_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_simple_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_symint_input_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_use_buffers_from_outer_scope_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_with_multiple_outputs_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_with_outer_code_before_after_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_with_parameters_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_with_reinterpret_view_inputs_outputs_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_consecutive_compiles_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_constant_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_constant_folding_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_constant_original_fqn_and_dtype_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_conv_freezing_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_convolution_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_deconv_freezing_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_dup_unbacked_sym_decl_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_dup_unbacked_sym_decl_with_refinement_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_duplicate_constant_folding_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_duplicated_params_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_dynamic_cat_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_dynamic_scalar_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_dynamic_smem_above_default_limit_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_embedding_bag_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_empty_graph_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_fake_tensor_device_validation_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_fallback_kernel_with_symexpr_output_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_fft_c2c_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_foreach_multiple_dynamic_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_fp8_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_fp8_view_of_param_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_fqn_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_freezing_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_fx_gm_return_tuple_validation_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_index_put_fallback_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_index_put_with_none_index_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_inf_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_int_list_input_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_issue_140766_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_large_grid_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_large_mmaped_weights_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_large_weight_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_linear_freezing_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_masked_select_dynamic_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_misaligned_input_1_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_misaligned_input_2_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_misc_1_max_autotune_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_misc_1_max_autotune_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_missing_cubin_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_missing_output_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_model_modified_weights_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_multi_device_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_multiple_output_alias_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_nan_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_nested_tensor_from_jagged_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_no_args_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_non_contiguous_output_alias_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_non_default_gpu_device_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_non_tensor_input_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_none_args_aot_codegen_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_normal_functional_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_on_gpu_device1_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_output_misaligned_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_output_path_1_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_output_path_2_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_poi_multiple_dynamic_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_pytree_inputs_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_quanatized_int8_linear_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_quantized_linear_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_repeat_interleave_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_repeat_output_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_repeated_user_defined_triton_kernel_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_replicate_on_devices_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_return_constant_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_return_view_constant_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_reuse_kernel_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_reuse_kernel_dynamic_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_run_with_grad_enabled_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_runtime_checks_complex_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_runtime_checks_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_runtime_checks_dtype_failed_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_runtime_checks_fp8_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_runtime_checks_shape_failed_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_scaled_dot_product_efficient_attention_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_scatter_fallback_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_scatter_reduce_fallback_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_sdpa_2_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_sdpa_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_seq_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_shifted_constraint_ranges_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_simple_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_simple_dynamic_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_simple_split_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_size_from_multi_output_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_small_constant_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_so_without_weight_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_stride_with_unbacked_expr_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_sym_i64_input_codegen_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_symbool_item_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_symfloat_item_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_symint_item_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_torchvision_transforms_functional_tensor_resize_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_dynamic_shape_with_div_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_equal_to_1_arg_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_equal_to_1_float_arg_dynamic_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_equal_to_1_float_arg_dynamic_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_extern_kernel_arg_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_1_num_dims_1_dynamic_False_autotune_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_1_num_dims_1_dynamic_False_autotune_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_1_num_dims_1_dynamic_True_autotune_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_1_num_dims_1_dynamic_True_autotune_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_1_num_dims_2_dynamic_False_autotune_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_1_num_dims_2_dynamic_False_autotune_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_1_num_dims_2_dynamic_True_autotune_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_1_num_dims_2_dynamic_True_autotune_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_2_num_dims_1_dynamic_False_autotune_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_2_num_dims_1_dynamic_False_autotune_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_2_num_dims_1_dynamic_True_autotune_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_2_num_dims_1_dynamic_True_autotune_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_2_num_dims_2_dynamic_False_autotune_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_2_num_dims_2_dynamic_False_autotune_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_2_num_dims_2_dynamic_True_autotune_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_2_num_dims_2_dynamic_True_autotune_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_3_num_dims_1_dynamic_False_autotune_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_3_num_dims_1_dynamic_False_autotune_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_3_num_dims_1_dynamic_True_autotune_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_3_num_dims_1_dynamic_True_autotune_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_3_num_dims_2_dynamic_False_autotune_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_3_num_dims_2_dynamic_False_autotune_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_3_num_dims_2_dynamic_True_autotune_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_3_num_dims_2_dynamic_True_autotune_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_multi_output_arg_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_reinterpret_view_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_reinterpret_view_mem_leak_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_sympy_expr_arg_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_sympy_fn_like_arg_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_tma_descriptor_1d_dynamic_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_tma_descriptor_1d_dynamic_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_tma_descriptor_2d_dynamic_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_tma_descriptor_2d_dynamic_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_unbacked_symint_in_grid_dynamic_False_autotuning_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_unbacked_symint_in_grid_dynamic_False_autotuning_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_unbacked_symint_in_grid_dynamic_True_autotuning_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_unbacked_symint_in_grid_dynamic_True_autotuning_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_weird_param_order_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_with_none_input_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_unsupported_input_dtype_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_update_constant_buffer_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_view_outputs_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_while_loop_nested_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_while_loop_simple_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_while_loop_with_outer_buffers_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_while_loop_with_outer_code_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_while_loop_with_parameters_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_while_loop_with_pytree_inputs_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_with_no_triton_profiler_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_with_offset_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_with_profiler_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_zero_grid_with_backed_symbols_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_zero_grid_with_unbacked_symbols_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_zero_size_buffer_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_zero_size_weight_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_add_complex_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_addmm_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_addmm_multiple_dynamic_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_aliased_buffer_reuse_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_amp_fallback_random_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_aoti_debug_printer_codegen_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_aoti_debug_printer_cpp_kernel_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_aoti_debug_printer_sym_inputs_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_aoti_debug_printer_user_defined_triton_kernel_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_aoti_debug_printing_model_inputs_codegen_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_assert_async_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_bmm_multiple_dynamic_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_bool_input_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_buffer_mutation_1_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_buffer_mutation_2_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_buffer_mutation_3_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_buffer_mutation_4_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_buffer_mutation_and_force_mmap_weights_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_buffer_reuse_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_nested_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_non_tensor_predicates_dynamic_False_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_non_tensor_predicates_dynamic_True_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_share_predicte_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_simple_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_symint_input_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_use_buffers_from_outer_scope_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_with_multiple_outputs_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_with_outer_code_before_after_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_with_parameters_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_with_reinterpret_view_inputs_outputs_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_consecutive_compiles_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_constant_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_constant_folding_cuda, 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test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_unbacked_symint_in_grid_dynamic_False_autotuning_True_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_unbacked_symint_in_grid_dynamic_True_autotuning_False_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_unbacked_symint_in_grid_dynamic_True_autotuning_True_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_weird_param_order_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_with_none_input_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_unsupported_input_dtype_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_update_constant_buffer_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_view_outputs_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_while_loop_nested_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_while_loop_simple_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_while_loop_with_outer_buffers_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_while_loop_with_outer_code_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_while_loop_with_parameters_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_while_loop_with_pytree_inputs_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_with_no_triton_profiler_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_with_offset_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_with_profiler_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_zero_grid_with_backed_symbols_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_zero_grid_with_unbacked_symbols_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_zero_size_buffer_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_zero_size_weight_cuda 2024-12-18T00:45:31.8605111Z 2024-12-18T00:45:31.8605491Z Running inductor/test_pattern_matcher 1/1 ... [2024-12-18 00:45:31.823257] 2024-12-18T00:45:31.8606154Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:45:31.8607782Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_pattern_matcher.py', '-m', 'not serial', '--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 00:45:31.823741] 2024-12-18T00:45:36.0563967Z Running dynamo/test_after_aot 1/1 ... [2024-12-18 00:45:36.055734] 2024-12-18T00:45:36.0564690Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:45:36.0566443Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_after_aot.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:45:36.056115] 2024-12-18T00:45:40.6810057Z 2024-12-18T00:45:40.6811166Z dynamo/test_after_aot 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_after_aot_1.1_dd0f26100f15264e_.log 2024-12-18T00:45:40.6812487Z Running 2 items in this shard: test/dynamo/test_after_aot.py::TestAfterAot::test_dump_tensor, test/dynamo/test_after_aot.py::TestAfterAot::test_save_graph_repro 2024-12-18T00:45:40.6813199Z 2024-12-18T00:45:43.1024561Z 2024-12-18T00:45:43.1026239Z test_cuda_expandable_segments 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_expandable_segments_1.1_0bf45563ca6754c4_.log 2024-12-18T00:45:43.1074391Z Running 130 items in this shard: test/test_cuda_expandable_segments.py::TestBlockStateAbsorption::test_additional_free_following_checkpoint, test/test_cuda_expandable_segments.py::TestBlockStateAbsorption::test_allocate_in_thread_to_pool, test/test_cuda_expandable_segments.py::TestBlockStateAbsorption::test_allocated_in_middle_of_segment, test/test_cuda_expandable_segments.py::TestBlockStateAbsorption::test_assigning_back_deleter_fns_to_tensor, test/test_cuda_expandable_segments.py::TestBlockStateAbsorption::test_check_pool_live_allocations, test/test_cuda_expandable_segments.py::TestBlockStateAbsorption::test_middle_allocations_contiguous, test/test_cuda_expandable_segments.py::TestBlockStateAbsorption::test_multiple_middle_allocations, test/test_cuda_expandable_segments.py::TestBlockStateAbsorption::test_no_triton_on_import, test/test_cuda_expandable_segments.py::TestBlockStateAbsorption::test_resnet, test/test_cuda_expandable_segments.py::TestBlockStateAbsorption::test_simple, test/test_cuda_expandable_segments.py::TestBlockStateAbsorption::test_tensor_dies_after_checkpoint, test/test_cuda_expandable_segments.py::TestCuda::test_arithmetic_large_tensor, test/test_cuda_expandable_segments.py::TestCuda::test_batch_norm_gather_stats, test/test_cuda_expandable_segments.py::TestCuda::test_bincount_ext, test/test_cuda_expandable_segments.py::TestCuda::test_caching_allocator_record_stream_oom, test/test_cuda_expandable_segments.py::TestCuda::test_caching_pinned_memory, test/test_cuda_expandable_segments.py::TestCuda::test_check_error, test/test_cuda_expandable_segments.py::TestCuda::test_copy_non_blocking, test/test_cuda_expandable_segments.py::TestCuda::test_copy_non_blocking_type_conversion, test/test_cuda_expandable_segments.py::TestCuda::test_cublas_allow_bf16_reduced_precision_reduction_get_set, test/test_cuda_expandable_segments.py::TestCuda::test_cublas_allow_fp16_reduced_precision_reduction_get_set, test/test_cuda_expandable_segments.py::TestCuda::test_cublas_allow_tf32_get_set, test/test_cuda_expandable_segments.py::TestCuda::test_cublas_multiple_threads_same_device, test/test_cuda_expandable_segments.py::TestCuda::test_cublas_workspace_explicit_allocation, test/test_cuda_expandable_segments.py::TestCuda::test_cuda_get_device_capability, test/test_cuda_expandable_segments.py::TestCuda::test_cuda_get_device_name, test/test_cuda_expandable_segments.py::TestCuda::test_cuda_get_device_properties, test/test_cuda_expandable_segments.py::TestCuda::test_cuda_graph_allocator_propagates_stream, test/test_cuda_expandable_segments.py::TestCuda::test_cuda_graph_error_options, test/test_cuda_expandable_segments.py::TestCuda::test_cuda_memory_leak_detection_propagates_errors, test/test_cuda_expandable_segments.py::TestCuda::test_cudart_register, test/test_cuda_expandable_segments.py::TestCuda::test_cudnn_allow_tf32_get_set, test/test_cuda_expandable_segments.py::TestCuda::test_cudnn_multiple_threads_same_device, test/test_cuda_expandable_segments.py::TestCuda::test_cusparse_multiple_threads_same_device, test/test_cuda_expandable_segments.py::TestCuda::test_device_count_not_cached_pre_init, test/test_cuda_expandable_segments.py::TestCuda::test_events, test/test_cuda_expandable_segments.py::TestCuda::test_fixed_cuda_assert_async, test/test_cuda_expandable_segments.py::TestCuda::test_float32_matmul_precision_get_set, test/test_cuda_expandable_segments.py::TestCuda::test_gather_bool, test/test_cuda_expandable_segments.py::TestCuda::test_gds_fails_in_ci, test/test_cuda_expandable_segments.py::TestCuda::test_generic_stream_event, test/test_cuda_expandable_segments.py::TestCuda::test_get_device_index, test/test_cuda_expandable_segments.py::TestCuda::test_graph_capture_oom, test/test_cuda_expandable_segments.py::TestCuda::test_graph_capture_reset_recapture, test/test_cuda_expandable_segments.py::TestCuda::test_graph_capture_simple, test/test_cuda_expandable_segments.py::TestCuda::test_graph_concurrent_replay, test/test_cuda_expandable_segments.py::TestCuda::test_graph_debugdump, test/test_cuda_expandable_segments.py::TestCuda::test_graph_error, test/test_cuda_expandable_segments.py::TestCuda::test_graph_is_current_stream_capturing, test/test_cuda_expandable_segments.py::TestCuda::test_graph_make_graphed_callables_same_pool, test/test_cuda_expandable_segments.py::TestCuda::test_graph_memory_stats_and_use_result_after_destroy_graph, test/test_cuda_expandable_segments.py::TestCuda::test_graph_optims_with_explicitly_capturable_param_groups, test/test_cuda_expandable_segments.py::TestCuda::test_graph_record_stream, test/test_cuda_expandable_segments.py::TestCuda::test_graph_rng_distributions, test/test_cuda_expandable_segments.py::TestCuda::test_graph_rng_functional, test/test_cuda_expandable_segments.py::TestCuda::test_graph_three_successive, test/test_cuda_expandable_segments.py::TestCuda::test_graph_two_successive, test/test_cuda_expandable_segments.py::TestCuda::test_graph_warn_if_has_zero_nodes, test/test_cuda_expandable_segments.py::TestCuda::test_graphsafe_set_get_rng_state, test/test_cuda_expandable_segments.py::TestCuda::test_hip_device_count, test/test_cuda_expandable_segments.py::TestCuda::test_index_out_of_bounds_exception_cuda, test/test_cuda_expandable_segments.py::TestCuda::test_lazy_init, test/test_cuda_expandable_segments.py::TestCuda::test_manual_seed, test/test_cuda_expandable_segments.py::TestCuda::test_matmul_device_mismatch, test/test_cuda_expandable_segments.py::TestCuda::test_matmul_memory_use, test/test_cuda_expandable_segments.py::TestCuda::test_mean_fp16, test/test_cuda_expandable_segments.py::TestCuda::test_memory_allocation, test/test_cuda_expandable_segments.py::TestCuda::test_memory_stats_of_multiple_generators_and_graphs, test/test_cuda_expandable_segments.py::TestCuda::test_min_max_inits, test/test_cuda_expandable_segments.py::TestCuda::test_multinomial_ext, test/test_cuda_expandable_segments.py::TestCuda::test_multinomial_invalid_probs_cuda, test/test_cuda_expandable_segments.py::TestCuda::test_noncontiguous_pinned_memory, test/test_cuda_expandable_segments.py::TestCuda::test_norm_type_conversion, test/test_cuda_expandable_segments.py::TestCuda::test_nvtx, test/test_cuda_expandable_segments.py::TestCuda::test_out_of_memory, test/test_cuda_expandable_segments.py::TestCuda::test_pinned_memory_empty_cache, test/test_cuda_expandable_segments.py::TestCuda::test_pinned_memory_with_cudaregister, test/test_cuda_expandable_segments.py::TestCuda::test_pinned_memory_with_cudaregister_multithread, test/test_cuda_expandable_segments.py::TestCuda::test_prod_large, test/test_cuda_expandable_segments.py::TestCuda::test_randint_generation_for_large_numel, test/test_cuda_expandable_segments.py::TestCuda::test_randint_randomness_for_large_range, test/test_cuda_expandable_segments.py::TestCuda::test_random_no_reused_random_states_float32, test/test_cuda_expandable_segments.py::TestCuda::test_random_no_reused_random_states_float64, test/test_cuda_expandable_segments.py::TestCuda::test_record_stream, test/test_cuda_expandable_segments.py::TestCuda::test_record_stream_on_shifted_view, test/test_cuda_expandable_segments.py::TestCuda::test_reduction_gpu_memory_accessing, test/test_cuda_expandable_segments.py::TestCuda::test_rocm_backward_pass_guard, test/test_cuda_expandable_segments.py::TestCuda::test_serialization_array_with_empty, test/test_cuda_expandable_segments.py::TestCuda::test_serialization_array_with_storage, test/test_cuda_expandable_segments.py::TestCuda::test_specify_improper_device_name, test/test_cuda_expandable_segments.py::TestCuda::test_stream_event_repr, test/test_cuda_expandable_segments.py::TestCuda::test_streaming_backwards_callback, test/test_cuda_expandable_segments.py::TestCuda::test_streaming_backwards_multiple_streams, test/test_cuda_expandable_segments.py::TestCuda::test_streaming_backwards_sync, test/test_cuda_expandable_segments.py::TestCuda::test_streaming_backwards_sync_graph_root, test/test_cuda_expandable_segments.py::TestCuda::test_streams, test/test_cuda_expandable_segments.py::TestCuda::test_sum_fp16, test/test_cuda_expandable_segments.py::TestCuda::test_tiny_half_norm_, test/test_cuda_expandable_segments.py::TestCuda::test_to_cpu_blocking_by_default, test/test_cuda_expandable_segments.py::TestCuda::test_to_numpy, test/test_cuda_expandable_segments.py::TestCuda::test_torch_manual_seed_seeds_cuda_devices, test/test_cuda_expandable_segments.py::TestCuda::test_type_conversions, test/test_cuda_expandable_segments.py::TestCuda::test_uuid, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_allocator_fuzz, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_allocator_settings, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_cachingAllocator_raw_alloc, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_clock_speed, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_cpp_memory_snapshot_pickle, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_cycles, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_device_memory_used, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_direct_traceback, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_garbage_collect_expandable, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_max_split_expandable, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_memory_plots, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_memory_plots_free_segment_stack, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_memory_plots_free_stack, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_memory_plots_history_context, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_memory_profiler_viz, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_memory_snapshot, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_memory_snapshot_script, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_memory_snapshot_with_cpp, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_notifies_oom, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_nvml_get_handler, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_power_draw, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_raises_oom_max_split_size_mb_setting_False, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_raises_oom_max_split_size_mb_setting_True, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_raw_amdsmi_device_count, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_raw_amdsmi_device_uuids, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_temperature, test/test_cuda_expandable_segments.py::TestCudaMallocAsync::test_uuid_visible_devices 2024-12-18T00:45:43.1123316Z 2024-12-18T00:45:44.9909745Z Running inductor/test_cpu_repro 1/1 ... [2024-12-18 00:45:44.990441] 2024-12-18T00:45:44.9910393Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:45:44.9911865Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpu_repro.py', '-m', 'not serial', '--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 00:45:44.990843] 2024-12-18T00:45:47.4243663Z Running inductor/test_minifier 1/1 ... [2024-12-18 00:45:47.423768] 2024-12-18T00:45:47.4244472Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:45:47.4245739Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_minifier.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:45:47.424150] 2024-12-18T00:45:52.0987996Z 2024-12-18T00:45:52.0989196Z inductor/test_minifier 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_minifier_1.1_12db5c5e57f30376_.log 2024-12-18T00:45:52.0995197Z Running 12 items in this shard: test/inductor/test_minifier.py::MinifierTests::test_accuracy_vs_strict_accuracy, test/inductor/test_minifier.py::MinifierTests::test_after_aot_cpu_accuracy_error, test/inductor/test_minifier.py::MinifierTests::test_after_aot_cpu_compile_error, test/inductor/test_minifier.py::MinifierTests::test_after_aot_gpu_accuracy_error, test/inductor/test_minifier.py::MinifierTests::test_after_aot_gpu_compile_error, test/inductor/test_minifier.py::MinifierTests::test_aoti_cpu_compile_error, test/inductor/test_minifier.py::MinifierTests::test_aoti_cpu_compile_error_unflatten, test/inductor/test_minifier.py::MinifierTests::test_aoti_gpu_compile_error, test/inductor/test_minifier.py::MinifierTests::test_aoti_gpu_compile_error_unflatten, test/inductor/test_minifier.py::MinifierTests::test_constant_in_graph, test/inductor/test_minifier.py::MinifierTests::test_offload_to_disk, test/inductor/test_minifier.py::MinifierTests::test_rmse_improves_over_atol 2024-12-18T00:45:52.0999732Z 2024-12-18T00:45:56.4365824Z Running inductor/test_split_cat_fx_passes 1/1 ... [2024-12-18 00:45:56.436034] 2024-12-18T00:45:56.4366431Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:45:56.4369714Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_split_cat_fx_passes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:45:56.436446] 2024-12-18T00:46:01.6120638Z 2024-12-18T00:46:01.6122202Z inductor/test_split_cat_fx_passes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_split_cat_fx_passes_1.1_e2d4e292695fa80e_.log 2024-12-18T00:46:01.6127170Z Running 10 items in this shard: test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_config_flag_is_respected, test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_consecutive_split_merge, test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_numpy_compat_normalization, test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_split_cat_merge, test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_split_cat_merge_mutation, test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_split_cat_new_patterns, test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_split_normalization, test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_split_squeeze, test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_stack_normalization_axis_kwarg, test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_unbind_stack 2024-12-18T00:46:01.6131356Z 2024-12-18T00:46:05.9013770Z Running dynamo/test_higher_order_ops 1/1 ... [2024-12-18 00:46:05.900873] 2024-12-18T00:46:05.9014538Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:46:05.9017321Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_higher_order_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:46:05.901263] 2024-12-18T00:46:11.2298737Z 2024-12-18T00:46:11.2299843Z dynamo/test_higher_order_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_higher_order_ops_1.1_4f219c0e93a55e6a_.log 2024-12-18T00:46:11.2389664Z Running 211 items in this shard: test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_access_module_attr, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_constants, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_global_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_global_num_adds_guard, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_input_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_numpy_number, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_tracked, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_tracked_nested, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_untracked_global, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_untracked_global_nested, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_untracked_nonlocal, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_value_created_in_subgraph, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_concat_unbacked_shape_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_branches_no_arguments, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_branches_no_arguments_no_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_free_variable_in_both_branches, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_graph_break_in_one_branch, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_pytree_operands, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_pytree_operands_with_non_tensor_leaves, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_side_effect_in_one_branches, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_subgraph_name_is_valid, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_with_constant_pred, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_with_empty_operands, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_dynamic_shapes_over_vmap_batch_size, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_enum_arg, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_error_message_sane, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_fallback_on_graph_break_complicated, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_fallback_on_graph_break_simple, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_fallback_on_python_primitives_output, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_flat_list_output, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_fn_with_kwargs_in_torch_ops, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_freevars_as_inputs_to_wrap, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_grad_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper_incorrect_type, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper_no_hints, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper_pytree_inputs, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hooks, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_inlined_functions, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_internal_nonlocal, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_lift_tensor_constant, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_lift_tensors_with_compound_expressions, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_lift_tensors_with_shared_symbols, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_make_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_example_value_metadata_consistent_with_eager, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_kwargs, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_lowers_to_graph, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_multi_return, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_pytree_return, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_side_effect, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_subgraph_name_is_valid, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_symint_input, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_modules, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_nested_tuple_output, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_nested_wrap, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_no_freevars, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_output_with_dict, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_register_mode, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_register_subclass, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_return_captured_var, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_return_captured_var_used_multiple_times, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_return_captured_vars, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_same_freevar_twice, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_global_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_global_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_nonlocal_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_nonlocal_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_in_body, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_local_list_append_no_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_list, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_num_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_tensor_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_num_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_tensor_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_nested_nonlocal_list_append_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_nonlocal_list_append_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_global_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_global_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_nonlocal_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_nonlocal_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_global_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_global_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_nonlocal_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_nonlocal_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_symint_in_slice, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_symint_input, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_tensor_and_unbacked_symbol_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_tensor_to_list_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_tensor_with_unbacked_shape_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_unbacked_symbol_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_vmap_multiply_scalar, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_vmap_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_all_kwarg, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_allow_local_assign_in_body_fn, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_default, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_default_else_branch, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_default_if_branch, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_int, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_only, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_recompile, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_args_nested, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_args_not_const_symint_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_args_with_symint_constant, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_kwargs, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_subgraph_name_is_valid, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_dual_level_guard, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_emit_functorch_guard_if_active, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_grad_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_jvp_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_linearize_recompiles, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_grad_guard_ok, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_grad_vmap_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_guard_fail_different_state, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_guard_ok, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_recompile_different_states, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_functional_call, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_functional_call_disable_inline_nn_module, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_functional_call_sequential_params_and_buffers, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_call_compiled_backward_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_call_torch_compile_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_capture_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_closure_scalar, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_fn_with_kwargs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_freevar_python_scalar, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_freevar_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_non_tensor_input, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_over_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_pytree, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_recompile, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_two_tensor_all_grad_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_two_tensor_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_with_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_with_side_effect, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_hessian, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_hessian_argnums, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd_randomness, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd_two_tensors_argnums, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacrev, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacrev_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacrev_two_tensors_argnums, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_call_torch_compile_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_freevar_python_scalar, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_freevar_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_jvp, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_simple, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_two_tensors_disable_enable_disable_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_two_tensors_disable_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_two_tensors_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_linearize_jvp_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_call_compiled_backward_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_multiple_outputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_multiple_outputs_python_struct, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_call_compiled_backward_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_call_torch_compile_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_free_const, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_free_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_get_wrapped, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_kwargs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_invocation_in_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_invocation_out_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_outputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_outputs_diff_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_outputs_out_dims_tuple, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_new_tensor_implicit_via_op, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_new_tensor_in_body, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_new_tensor_unused_in_body, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_over_vmap_captured, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_over_vmap_two_inputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_previous_illegal_op_no_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_pytree_inputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile_different_config, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile_same_config, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile_with_randomness, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_side_effects, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_side_effects_append_input, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_two_inputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_two_inputs_tuple_in_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_conditional_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_graph_break_2, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_graph_break_lambda, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_cond_with_invalid_kwargs, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_cond_with_kwargs, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_cond_with_mismatched_output, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_dropout, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_dropout_inductor, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_fallback, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_function, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_function_with_kwargs, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_module, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_non_aliasing_util, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_override_fallthrough_dispatch_key 2024-12-18T00:46:11.2483595Z 2024-12-18T00:46:15.4829760Z Running dynamo/test_repros 1/1 ... [2024-12-18 00:46:15.482446] 2024-12-18T00:46:15.4830243Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:46:15.4831656Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_repros.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:46:15.482831] 2024-12-18T00:46:20.7579063Z 2024-12-18T00:46:20.7580101Z dynamo/test_repros 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_repros_1.1_bbebf50acad951a3_.log 2024-12-18T00:46:20.7661915Z Running 278 items in this shard: test/dynamo/test_repros.py::ReproTests::test_Size, test/dynamo/test_repros.py::ReproTests::test_abc_setattr, test/dynamo/test_repros.py::ReproTests::test_add_sub_alpha_out, test/dynamo/test_repros.py::ReproTests::test_addr_alpha_beta_out, test/dynamo/test_repros.py::ReproTests::test_as_strided_on_base_with_mutation_works, test/dynamo/test_repros.py::ReproTests::test_as_strided_on_existing_view_banned, test/dynamo/test_repros.py::ReproTests::test_attached_attribute_in_dir, test/dynamo/test_repros.py::ReproTests::test_autograd_function_graph_break, test/dynamo/test_repros.py::ReproTests::test_avoid_dupe_specialization, test/dynamo/test_repros.py::ReproTests::test_batch_encoding_clone_inputs, test/dynamo/test_repros.py::ReproTests::test_batch_norm_act, test/dynamo/test_repros.py::ReproTests::test_batchnorm_e2e, test/dynamo/test_repros.py::ReproTests::test_bigbird_unsqueeze_inplace, test/dynamo/test_repros.py::ReproTests::test_bitwise_op_guard, test/dynamo/test_repros.py::ReproTests::test_boxes_len, test/dynamo/test_repros.py::ReproTests::test_build_map_unpack_with_call, test/dynamo/test_repros.py::ReproTests::test_c_defined_metaclass, test/dynamo/test_repros.py::ReproTests::test_call_finally_opcode_python_3_8, test/dynamo/test_repros.py::ReproTests::test_call_finally_python_3_8, test/dynamo/test_repros.py::ReproTests::test_call_finally_python_3_8_2, test/dynamo/test_repros.py::ReproTests::test_changing_stride, test/dynamo/test_repros.py::ReproTests::test_chunk_reformer_ff, test/dynamo/test_repros.py::ReproTests::test_class_member, test/dynamo/test_repros.py::ReproTests::test_classmethod_with_slots, test/dynamo/test_repros.py::ReproTests::test_compile_complex_conj, test/dynamo/test_repros.py::ReproTests::test_const_dict_keyerror, test/dynamo/test_repros.py::ReproTests::test_contains_range_constprop, test/dynamo/test_repros.py::ReproTests::test_convert_boxes_to_pooler_format, test/dynamo/test_repros.py::ReproTests::test_copy_weird_strides, test/dynamo/test_repros.py::ReproTests::test_create_rand_mask_from_inputs, test/dynamo/test_repros.py::ReproTests::test_dalle2_maybe, test/dynamo/test_repros.py::ReproTests::test_data_attr_mutation_after_saved_for_bw, test/dynamo/test_repros.py::ReproTests::test_dataclass_init_with_default_factory_with_inputs, test/dynamo/test_repros.py::ReproTests::test_dedup_global, test/dynamo/test_repros.py::ReproTests::test_deferred_runtime_asserts, test/dynamo/test_repros.py::ReproTests::test_delattr, test/dynamo/test_repros.py::ReproTests::test_delattr_raises, test/dynamo/test_repros.py::ReproTests::test_delsubscr, test/dynamo/test_repros.py::ReproTests::test_delsubscr_raises, test/dynamo/test_repros.py::ReproTests::test_detectron2_instances_cat, test/dynamo/test_repros.py::ReproTests::test_dict_iter, test/dynamo/test_repros.py::ReproTests::test_dict_list_values, test/dynamo/test_repros.py::ReproTests::test_dict_subclass_contains, test/dynamo/test_repros.py::ReproTests::test_dict_tag_guard, test/dynamo/test_repros.py::ReproTests::test_disabling_unpack_hooks_within_compiled_region, test/dynamo/test_repros.py::ReproTests::test_distributions_subclass, test/dynamo/test_repros.py::ReproTests::test_do_paste_mask, test/dynamo/test_repros.py::ReproTests::test_dont_aggressively_write_assert, test/dynamo/test_repros.py::ReproTests::test_dropout_inline, test/dynamo/test_repros.py::ReproTests::test_dynamic_shape_disable_duck_size, test/dynamo/test_repros.py::ReproTests::test_dynamic_shapes_double_not_equal, test/dynamo/test_repros.py::ReproTests::test_dynamic_shapes_float_guard, test/dynamo/test_repros.py::ReproTests::test_dynamic_shapes_implicit_guard, test/dynamo/test_repros.py::ReproTests::test_dynamic_shapes_right_side, test/dynamo/test_repros.py::ReproTests::test_ellipsis, test/dynamo/test_repros.py::ReproTests::test_embedding_backward_broadcasting_decomp, test/dynamo/test_repros.py::ReproTests::test_empty_list_contains_with_jump, test/dynamo/test_repros.py::ReproTests::test_enum, test/dynamo/test_repros.py::ReproTests::test_ephemeral_module, test/dynamo/test_repros.py::ReproTests::test_error_return_without_exception_set, test/dynamo/test_repros.py::ReproTests::test_exception_in_dynamo_handling, test/dynamo/test_repros.py::ReproTests::test_exec_import, test/dynamo/test_repros.py::ReproTests::test_exec_wildcard_import, test/dynamo/test_repros.py::ReproTests::test_flash_attn_backward_mixed_strides, test/dynamo/test_repros.py::ReproTests::test_flip_bad_accuracy, test/dynamo/test_repros.py::ReproTests::test_for_loop_graph_break, test/dynamo/test_repros.py::ReproTests::test_for_loop_graph_break_before, test/dynamo/test_repros.py::ReproTests::test_fsdp_set_input_mutation_applied_when_input_gets_no_gradients, test/dynamo/test_repros.py::ReproTests::test_function_in_skipfiles, test/dynamo/test_repros.py::ReproTests::test_functools_wraps, test/dynamo/test_repros.py::ReproTests::test_gan_repro_trying_to_backward_through_the_graph_a_second_time, test/dynamo/test_repros.py::ReproTests::test_generator_dealloc, test/dynamo/test_repros.py::ReproTests::test_get_parameter_dtype, test/dynamo/test_repros.py::ReproTests::test_global_fn_mutation, test/dynamo/test_repros.py::ReproTests::test_grad, test/dynamo/test_repros.py::ReproTests::test_grad_mode_carrying_correct_state_after_graph_break, test/dynamo/test_repros.py::ReproTests::test_grad_references_cleared, test/dynamo/test_repros.py::ReproTests::test_graph_break_on_jit_isinstance, test/dynamo/test_repros.py::ReproTests::test_graph_break_unsupported_fake, test/dynamo/test_repros.py::ReproTests::test_guard_default_device, test/dynamo/test_repros.py::ReproTests::test_guard_fail_nested_tuple, test/dynamo/test_repros.py::ReproTests::test_guard_fail_tensor_bool, test/dynamo/test_repros.py::ReproTests::test_guard_ordering_shape_fail, test/dynamo/test_repros.py::ReproTests::test_guard_with_tuple_mutation, test/dynamo/test_repros.py::ReproTests::test_hasattr_builtin, test/dynamo/test_repros.py::ReproTests::test_hf_bigbird_unsqueeze, test/dynamo/test_repros.py::ReproTests::test_hf_classinstantier, test/dynamo/test_repros.py::ReproTests::test_hf_gelu_inline, test/dynamo/test_repros.py::ReproTests::test_hf_model_output, test/dynamo/test_repros.py::ReproTests::test_hf_t5_forward, test/dynamo/test_repros.py::ReproTests::test_hf_xsoftmax_inference, test/dynamo/test_repros.py::ReproTests::test_hf_xsoftmax_training, test/dynamo/test_repros.py::ReproTests::test_iadd_graph_break, test/dynamo/test_repros.py::ReproTests::test_indexing_with_list, test/dynamo/test_repros.py::ReproTests::test_inductor_dynamic_shapes_broadcasting, test/dynamo/test_repros.py::ReproTests::test_inductor_no_recursionerror_on_for_loops, test/dynamo/test_repros.py::ReproTests::test_inductor_rng_default_dtype, test/dynamo/test_repros.py::ReproTests::test_inference_mode_dynamic_shapes, test/dynamo/test_repros.py::ReproTests::test_inlining_cornercase, test/dynamo/test_repros.py::ReproTests::test_inplace_unsqueeze_input, test/dynamo/test_repros.py::ReproTests::test_intermediate_leaf_requires_grad, test/dynamo/test_repros.py::ReproTests::test_invalid_seq_unpack, test/dynamo/test_repros.py::ReproTests::test_is_make_fx_tracing, test/dynamo/test_repros.py::ReproTests::test_is_symbolic_tracing, test/dynamo/test_repros.py::ReproTests::test_isinstance_dtype, test/dynamo/test_repros.py::ReproTests::test_isinstance_storage, test/dynamo/test_repros.py::ReproTests::test_issue111522, test/dynamo/test_repros.py::ReproTests::test_issue111918, test/dynamo/test_repros.py::ReproTests::test_issue114171, test/dynamo/test_repros.py::ReproTests::test_issue126128, test/dynamo/test_repros.py::ReproTests::test_issue134451, test/dynamo/test_repros.py::ReproTests::test_issue1466_size_aot_autograd, test/dynamo/test_repros.py::ReproTests::test_issue175, test/dynamo/test_repros.py::ReproTests::test_jit_script_defaults, test/dynamo/test_repros.py::ReproTests::test_jit_trace_errors, test/dynamo/test_repros.py::ReproTests::test_kwargs_out_list_variable, test/dynamo/test_repros.py::ReproTests::test_list_aliasing, test/dynamo/test_repros.py::ReproTests::test_list_index, test/dynamo/test_repros.py::ReproTests::test_list_index_not_found, test/dynamo/test_repros.py::ReproTests::test_list_index_tensor_unsupported, test/dynamo/test_repros.py::ReproTests::test_list_reverse, test/dynamo/test_repros.py::ReproTests::test_list_self_reference, test/dynamo/test_repros.py::ReproTests::test_listcomp, test/dynamo/test_repros.py::ReproTests::test_longformer_chunk, test/dynamo/test_repros.py::ReproTests::test_longtensor_list, test/dynamo/test_repros.py::ReproTests::test_maml_item_capture, test/dynamo/test_repros.py::ReproTests::test_maml_no_item_capture, test/dynamo/test_repros.py::ReproTests::test_many_overlapping_inputs_does_not_explode_guards, test/dynamo/test_repros.py::ReproTests::test_many_views_with_mutation, test/dynamo/test_repros.py::ReproTests::test_map_with_multiple_args, test/dynamo/test_repros.py::ReproTests::test_maybe_multiply_symint, test/dynamo/test_repros.py::ReproTests::test_megablocks_moe, test/dynamo/test_repros.py::ReproTests::test_memleak_when_graph_input_has_tensor_attr, test/dynamo/test_repros.py::ReproTests::test_merge_criteria_processor_list1, test/dynamo/test_repros.py::ReproTests::test_merge_criteria_processor_list2, test/dynamo/test_repros.py::ReproTests::test_method_overriding, test/dynamo/test_repros.py::ReproTests::test_module_in_skipfiles, test/dynamo/test_repros.py::ReproTests::test_modules, test/dynamo/test_repros.py::ReproTests::test_multi_dot_import, test/dynamo/test_repros.py::ReproTests::test_multi_import, test/dynamo/test_repros.py::ReproTests::test_named_buffers, test/dynamo/test_repros.py::ReproTests::test_negative_floor_div_solve, test/dynamo/test_repros.py::ReproTests::test_negative_shape_guard, test/dynamo/test_repros.py::ReproTests::test_nested_while_loop_graph_break, test/dynamo/test_repros.py::ReproTests::test_nn_module_callable, test/dynamo/test_repros.py::ReproTests::test_nn_module_property_closure, test/dynamo/test_repros.py::ReproTests::test_nn_module_stack_bc, test/dynamo/test_repros.py::ReproTests::test_nn_parameter, test/dynamo/test_repros.py::ReproTests::test_nn_parametrize, test/dynamo/test_repros.py::ReproTests::test_no_grad_inline, test/dynamo/test_repros.py::ReproTests::test_nonconst_issubclass, test/dynamo/test_repros.py::ReproTests::test_norm_dtype, test/dynamo/test_repros.py::ReproTests::test_not_rewrite_assert_for_other_errors, test/dynamo/test_repros.py::ReproTests::test_nullcontext1, test/dynamo/test_repros.py::ReproTests::test_nullcontext2, test/dynamo/test_repros.py::ReproTests::test_numpy_not_ndarray_recompiles, test/dynamo/test_repros.py::ReproTests::test_numpy_tobytes_no_error, test/dynamo/test_repros.py::ReproTests::test_odict_get_item_index_name, test/dynamo/test_repros.py::ReproTests::test_omegaconf_dictconfig, test/dynamo/test_repros.py::ReproTests::test_omegaconf_listconfig_iter, test/dynamo/test_repros.py::ReproTests::test_optim_state_references_cleared, test/dynamo/test_repros.py::ReproTests::test_optimized_deepcopy, test/dynamo/test_repros.py::ReproTests::test_optimized_module_training, test/dynamo/test_repros.py::ReproTests::test_os_fspath, test/dynamo/test_repros.py::ReproTests::test_out_nested_cell_shape_change, test/dynamo/test_repros.py::ReproTests::test_out_nested_cell_tuple_shape_change, test/dynamo/test_repros.py::ReproTests::test_out_none, test/dynamo/test_repros.py::ReproTests::test_out_overload_non_contiguous, test/dynamo/test_repros.py::ReproTests::test_out_root_cell_shape_change, test/dynamo/test_repros.py::ReproTests::test_out_root_cell_tuple_shape_change, test/dynamo/test_repros.py::ReproTests::test_output_aliases_intermediate, test/dynamo/test_repros.py::ReproTests::test_overlapping_inputs_with_dynamic_shapes_error, test/dynamo/test_repros.py::ReproTests::test_overwriting_params, test/dynamo/test_repros.py::ReproTests::test_partially_initialized_module_property, test/dynamo/test_repros.py::ReproTests::test_partitioner_cse_respects_mutation_boundaries, test/dynamo/test_repros.py::ReproTests::test_pointless_graph_removal, test/dynamo/test_repros.py::ReproTests::test_primtorch, test/dynamo/test_repros.py::ReproTests::test_primtorch_no_graph_break, test/dynamo/test_repros.py::ReproTests::test_randint_out_dynamic, test/dynamo/test_repros.py::ReproTests::test_recursive_map, test/dynamo/test_repros.py::ReproTests::test_reformer_eval, test/dynamo/test_repros.py::ReproTests::test_reformer_min_chunk_len, test/dynamo/test_repros.py::ReproTests::test_reformer_sorting, test/dynamo/test_repros.py::ReproTests::test_reformer_train, test/dynamo/test_repros.py::ReproTests::test_reinplacing, test/dynamo/test_repros.py::ReproTests::test_relative_import, test/dynamo/test_repros.py::ReproTests::test_relative_import_no_modulename, test/dynamo/test_repros.py::ReproTests::test_requires_grad_guards_with_grad_mode1, test/dynamo/test_repros.py::ReproTests::test_requires_grad_guards_with_grad_mode2, test/dynamo/test_repros.py::ReproTests::test_restricted_list_subclass1, test/dynamo/test_repros.py::ReproTests::test_restricted_list_subclass2, test/dynamo/test_repros.py::ReproTests::test_restricted_list_subclass3, test/dynamo/test_repros.py::ReproTests::test_return_value_duplication_mixed_grad, test/dynamo/test_repros.py::ReproTests::test_return_value_duplication_scalar, test/dynamo/test_repros.py::ReproTests::test_return_value_duplication_tensor, test/dynamo/test_repros.py::ReproTests::test_rewrite_assert_dont_change_bytecode, test/dynamo/test_repros.py::ReproTests::test_rewrite_assert_noop, test/dynamo/test_repros.py::ReproTests::test_rewrite_assert_with_msg, test/dynamo/test_repros.py::ReproTests::test_rewrite_assert_with_non_string_msg, test/dynamo/test_repros.py::ReproTests::test_rewrite_assert_without_msg, test/dynamo/test_repros.py::ReproTests::test_rng_state, test/dynamo/test_repros.py::ReproTests::test_sdpa_dynamic_shapes, test/dynamo/test_repros.py::ReproTests::test_seq_append_list, test/dynamo/test_repros.py::ReproTests::test_setattr_requires_grad_graph_breaks, test/dynamo/test_repros.py::ReproTests::test_setitem_boolean_mask_diff, test/dynamo/test_repros.py::ReproTests::test_setitem_tuple_boolean_mask_diff, test/dynamo/test_repros.py::ReproTests::test_sigmoid_out, test/dynamo/test_repros.py::ReproTests::test_sigmoid_out2, test/dynamo/test_repros.py::ReproTests::test_size_typematch, test/dynamo/test_repros.py::ReproTests::test_slice_into_list_mutable, test/dynamo/test_repros.py::ReproTests::test_slicing_dynamic_shape, test/dynamo/test_repros.py::ReproTests::test_slicing_dynamic_shape_setitem, test/dynamo/test_repros.py::ReproTests::test_sort_out, test/dynamo/test_repros.py::ReproTests::test_sort_out2, test/dynamo/test_repros.py::ReproTests::test_specialized_stride, test/dynamo/test_repros.py::ReproTests::test_split_with_sizes_aot_autograd, test/dynamo/test_repros.py::ReproTests::test_staticmethod_allow_in_graph, test/dynamo/test_repros.py::ReproTests::test_stk_sdd_is_transposed, test/dynamo/test_repros.py::ReproTests::test_stop_iteration_reconstruct, test/dynamo/test_repros.py::ReproTests::test_string_format, test/dynamo/test_repros.py::ReproTests::test_sub_alpha_scalar_repro, test/dynamo/test_repros.py::ReproTests::test_subclass_graph_output_repro, test/dynamo/test_repros.py::ReproTests::test_super_diamond, test/dynamo/test_repros.py::ReproTests::test_super_in_staticmethod, test/dynamo/test_repros.py::ReproTests::test_super_staticmethod, test/dynamo/test_repros.py::ReproTests::test_swin_base_tensor_attr, test/dynamo/test_repros.py::ReproTests::test_symint_bitwise, test/dynamo/test_repros.py::ReproTests::test_symnode_is_not_op, test/dynamo/test_repros.py::ReproTests::test_symnode_is_op, test/dynamo/test_repros.py::ReproTests::test_tensor_data_kwarg, test/dynamo/test_repros.py::ReproTests::test_tensor_isinstance_tuple, test/dynamo/test_repros.py::ReproTests::test_tensor_item, test/dynamo/test_repros.py::ReproTests::test_tensor_random, test/dynamo/test_repros.py::ReproTests::test_tensor_set_data_backend_aot_eager_func_name_func1, test/dynamo/test_repros.py::ReproTests::test_tensor_set_data_backend_aot_eager_func_name_func2, test/dynamo/test_repros.py::ReproTests::test_tensor_set_data_backend_aot_eager_func_name_func3, test/dynamo/test_repros.py::ReproTests::test_tensor_set_data_backend_eager_func_name_func1, test/dynamo/test_repros.py::ReproTests::test_tensor_set_data_backend_eager_func_name_func2, test/dynamo/test_repros.py::ReproTests::test_tensor_set_data_backend_eager_func_name_func3, test/dynamo/test_repros.py::ReproTests::test_tensor_set_data_backend_inductor_func_name_func1, test/dynamo/test_repros.py::ReproTests::test_tensor_set_data_backend_inductor_func_name_func2, test/dynamo/test_repros.py::ReproTests::test_tensor_set_data_backend_inductor_func_name_func3, test/dynamo/test_repros.py::ReproTests::test_tensor_split, test/dynamo/test_repros.py::ReproTests::test_tensor_split_within_device_cm, test/dynamo/test_repros.py::ReproTests::test_tensor_uniform, test/dynamo/test_repros.py::ReproTests::test_threading_local, test/dynamo/test_repros.py::ReproTests::test_tokenization, test/dynamo/test_repros.py::ReproTests::test_torch_compile_in_compile_frame, test/dynamo/test_repros.py::ReproTests::test_torch_ops_aten, test/dynamo/test_repros.py::ReproTests::test_torch_tensor_ops, test/dynamo/test_repros.py::ReproTests::test_torch_tensor_ops_no_graph_break, test/dynamo/test_repros.py::ReproTests::test_torch_variable_type, test/dynamo/test_repros.py::ReproTests::test_trace_functional_tensor_with, test/dynamo/test_repros.py::ReproTests::test_tuple_enum_as_key_dict, test/dynamo/test_repros.py::ReproTests::test_typed_dict, test/dynamo/test_repros.py::ReproTests::test_typed_dict_total, test/dynamo/test_repros.py::ReproTests::test_udf_classes_reconstruction, test/dynamo/test_repros.py::ReproTests::test_unbacked_arange_in_bounds, test/dynamo/test_repros.py::ReproTests::test_unpack_hooks_can_be_disabled, test/dynamo/test_repros.py::ReproTests::test_unpack_hooks_dont_run_during_tracing, test/dynamo/test_repros.py::ReproTests::test_unspecialized_nn_module_with_torch_variable_attribute, test/dynamo/test_repros.py::ReproTests::test_user_ctor_ctx_manager, test/dynamo/test_repros.py::ReproTests::test_user_ctor_ctx_manager_custom_init, test/dynamo/test_repros.py::ReproTests::test_user_ctor_ctx_manager_custom_init_graph_break, test/dynamo/test_repros.py::ReproTests::test_user_defined_iter, test/dynamo/test_repros.py::ReproTests::test_user_defined_object_callable, test/dynamo/test_repros.py::ReproTests::test_validate_model_kwargs, test/dynamo/test_repros.py::ReproTests::test_vc_bumped_in_inference_graph, test/dynamo/test_repros.py::ReproTests::test_vdd_duplicate_error, test/dynamo/test_repros.py::ReproTests::test_view_dtype_overload, test/dynamo/test_repros.py::ReproTests::test_weakref, test/dynamo/test_repros.py::ReproTests::test_weakref_construction, test/dynamo/test_repros.py::ReproTests::test_weakref_del, test/dynamo/test_repros.py::ReproTests::test_weakref_reconstruct, test/dynamo/test_repros.py::ReproTests::test_while_loop_graph_break, test/dynamo/test_repros.py::ReproTests::test_while_loop_graph_break_inside_call_function, test/dynamo/test_repros.py::ReproTests::test_with_on_graph_break_inst, test/dynamo/test_repros.py::ReproTests::test_with_on_graph_break_nested 2024-12-18T00:46:20.7742386Z 2024-12-18T00:46:25.0153155Z Running inductor/test_inductor_freezing 1/1 ... [2024-12-18 00:46:25.014774] 2024-12-18T00:46:25.0153789Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:46:25.0157020Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inductor_freezing.py', '-m', 'not serial', '--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 00:46:25.015260] 2024-12-18T00:46:32.9000024Z 2024-12-18T00:46:32.9001794Z inductor/test_inductor_freezing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_freezing_1.1_f4cdbd923e639345_.log 2024-12-18T00:46:32.9033266Z Running 46 items in this shard: test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_aliased_param_return_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_autocast_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_conv_bn_with_multi_bn_share_conv_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_conv_functional_bn_with_multi_bn_share_conv_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_conv_layout_convert_with_view_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_conv_multiple_uses_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_conv_weight_layout_convert_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_conv_with_as_strided_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_cpp_wrapper_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_dont_change_dtype_folding_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_error_on_eager_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_folded_conv_bn_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_folded_conv_bn_hardswish_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_folded_conv_bn_with_module_sharing_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_folded_conv_functional_bn_with_module_sharing_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_mm_concat_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_mutation_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_param_deallocated_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_redundant_clone_for_layout_convert_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_rng_op_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_symint_not_folded_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_unequal_bias_horizontal_addmm_fusion_cpu, test/inductor/test_inductor_freezing.py::FreezingCpuTests::test_unfolded_bn_cpu, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_aliased_param_return_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_autocast_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_conv_bn_with_multi_bn_share_conv_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_conv_functional_bn_with_multi_bn_share_conv_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_conv_layout_convert_with_view_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_conv_multiple_uses_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_conv_weight_layout_convert_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_conv_with_as_strided_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_cpp_wrapper_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_dont_change_dtype_folding_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_error_on_eager_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_folded_conv_bn_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_folded_conv_bn_hardswish_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_folded_conv_bn_with_module_sharing_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_folded_conv_functional_bn_with_module_sharing_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_mm_concat_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_mutation_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_param_deallocated_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_redundant_clone_for_layout_convert_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_rng_op_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_symint_not_folded_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_unequal_bias_horizontal_addmm_fusion_cuda, test/inductor/test_inductor_freezing.py::FreezingGpuTests::test_unfolded_bn_cuda 2024-12-18T00:46:32.9063387Z 2024-12-18T00:46:37.1885677Z Running dynamo/test_backends 1/1 ... [2024-12-18 00:46:37.188023] 2024-12-18T00:46:37.1886835Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:46:37.1888391Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_backends.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:46:37.188421] 2024-12-18T00:46:39.9308836Z 2024-12-18T00:46:39.9310265Z inductor/test_pattern_matcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_pattern_matcher_1.1_ea6528caf38a98de_.log 2024-12-18T00:46:39.9328180Z Running 41 items in this shard: test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_addmm, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_addmm_broadcasting_bias, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_addmm_symbolic_scalar, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_cat_addmm, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_cat_mm, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_cat_slice_cat_cuda, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_cat_splitwithsizes, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_fused_int_mm_mul, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_fused_int_mm_mul_gating, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_match_equivalent_function_invocations1, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_match_equivalent_function_invocations2, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_match_equivalent_function_invocations3, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_match_with_mutation, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_mixed_mm, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_mixed_mm_bad_cases, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_mixed_mm_cpu, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_mixed_mm_epi_works, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_mixed_mm_exhaustive_dtypes, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_mixed_mm_gating, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_mixed_mm_heuristic_no, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_mixed_mm_heuristic_yes, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_mm_plus_mm, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_multioutput_register_replacement, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_mutation_op_matching, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_original_aten_preserved_split_addmm, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_pointless_convert, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_pointless_cumsum, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_pointless_permute_pair, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_pointless_permute_pair_3d, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_pointless_view_pair, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_remove_pointless_clones, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_scaled_softmax, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_serialized_patterns_up_to_date, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_splitwithsizes_cat, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_stable_topological_sort, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_symint_pattern_matching, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_uint4x2_mixed_mm, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_uint4x2_mixed_mm_epi, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_uint4x2_mixed_mm_fail_to_match, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_uint4x2_mixed_mm_gating_works, test/inductor/test_pattern_matcher.py::TestPatternMatcher::test_unfuse_bias_addmm 2024-12-18T00:46:39.9344170Z 2024-12-18T00:46:41.7629130Z 2024-12-18T00:46:41.7630050Z dynamo/test_backends 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_backends_1.1_ab3298121b4b05a6_.log 2024-12-18T00:46:41.7637604Z Running 20 items in this shard: test/dynamo/test_backends.py::TestOptimizations::test_aot_cudagraphs, test/dynamo/test_backends.py::TestOptimizations::test_aot_eager, test/dynamo/test_backends.py::TestOptimizations::test_aot_eager_decomp_partition, test/dynamo/test_backends.py::TestOptimizations::test_aot_ts, test/dynamo/test_backends.py::TestOptimizations::test_eager, test/dynamo/test_backends.py::TestOptimizations::test_eager_noexcept, test/dynamo/test_backends.py::TestOptimizations::test_example_inputs, test/dynamo/test_backends.py::TestOptimizations::test_example_inputs_runtime_use, test/dynamo/test_backends.py::TestOptimizations::test_list_backends, test/dynamo/test_backends.py::TestOptimizations::test_onnxrt, test/dynamo/test_backends.py::TestOptimizations::test_torchscript, test/dynamo/test_backends.py::TestOptimizations::test_tvm, test/dynamo/test_backends.py::NormalizeIRTests::test_inplace_normalize, test/dynamo/test_backends.py::MPSNotSupportedTest::test_mps_not_supported, test/dynamo/test_backends.py::TestExplainWithBackend::test_explain_with_backend, test/dynamo/test_backends.py::TestCustomBackendAPI::test_aot_autograd_api, test/dynamo/test_backends.py::TestCustomBackendAPI::test_backend_recompilation, test/dynamo/test_backends.py::TestCustomBackendAPI::test_lookup_backend, test/dynamo/test_backends.py::TestCustomBackendAPI::test_lookup_custom_backend, test/dynamo/test_backends.py::TestCustomBackendAPI::test_register_backend_api 2024-12-18T00:46:41.7644378Z 2024-12-18T00:46:44.1891923Z Running inductor/test_mmdecomp 1/1 ... [2024-12-18 00:46:44.188529] 2024-12-18T00:46:44.1892613Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:46:44.1894080Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mmdecomp.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:46:44.188924] 2024-12-18T00:46:45.9988577Z Running dynamo/test_misc 1/1 ... [2024-12-18 00:46:45.998245] 2024-12-18T00:46:45.9989054Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:46:45.9990243Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_misc.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:46:45.998646] 2024-12-18T00:46:48.6631293Z 2024-12-18T00:46:48.6632443Z inductor/test_mmdecomp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mmdecomp_1.1_79855fd7c00e5e61_.log 2024-12-18T00:46:48.6643511Z Running 26 items in this shard: test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_bfloat16_bs_10_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_bfloat16_bs_1_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_bfloat16_bs_2_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_bfloat16_bs_4_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_10_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_1_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_2_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_4_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_bmm_batch2_last_dim_size_is_one_cuda, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_simple_mm_bfloat16_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_simple_mm_float32_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_10_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_1_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_2_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_4_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_10_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_1_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_2_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_4_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_10_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_1_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_2_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_4_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_bfloat16_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_float32_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_int32_cuda_int32 2024-12-18T00:46:48.6654009Z 2024-12-18T00:46:52.7778939Z 2024-12-18T00:46:52.7779803Z dynamo/test_misc 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_misc_1.1_a34e16d8b36b4e0e_.log 2024-12-18T00:46:52.7938574Z Running 547 items in this shard: test/dynamo/test_misc.py::MiscTests::test_312_binary_slice_with_graph_break1, test/dynamo/test_misc.py::MiscTests::test_312_binary_slice_with_graph_break2, test/dynamo/test_misc.py::MiscTests::test_T_tensor_attribute, test/dynamo/test_misc.py::MiscTests::test_add_sizes, test/dynamo/test_misc.py::MiscTests::test_add_to_set, test/dynamo/test_misc.py::MiscTests::test_anomaly_aot_autograd, test/dynamo/test_misc.py::MiscTests::test_any_all_symnode, test/dynamo/test_misc.py::MiscTests::test_aot_autograd_propagate_unbacked_symints_shape, test/dynamo/test_misc.py::MiscTests::test_arange_length_with_float32_dtype, test/dynamo/test_misc.py::MiscTests::test_assert, test/dynamo/test_misc.py::MiscTests::test_assert_size_stride, test/dynamo/test_misc.py::MiscTests::test_assigning_function_to_class_attribute, test/dynamo/test_misc.py::MiscTests::test_assigning_function_to_object_attribute, test/dynamo/test_misc.py::MiscTests::test_backend_match_guard, test/dynamo/test_misc.py::MiscTests::test_backend_match_guard_multi_threads, test/dynamo/test_misc.py::MiscTests::test_backward_deterministic_mode_mismatch_warning, test/dynamo/test_misc.py::MiscTests::test_boolarg, test/dynamo/test_misc.py::MiscTests::test_build_tuple_unpack, test/dynamo/test_misc.py::MiscTests::test_builder_for_class_with_metaclass, test/dynamo/test_misc.py::MiscTests::test_builtin_abs, test/dynamo/test_misc.py::MiscTests::test_builtin_isinstance, test/dynamo/test_misc.py::MiscTests::test_builtin_str_on_user_defined_function, test/dynamo/test_misc.py::MiscTests::test_builtin_subclasses_as_method_on_class_type, test/dynamo/test_misc.py::MiscTests::test_builtin_subclasses_as_method_on_var, test/dynamo/test_misc.py::MiscTests::test_call_parent_non_class_methods_from_child, test/dynamo/test_misc.py::MiscTests::test_callpacked, test/dynamo/test_misc.py::MiscTests::test_cannot_trace_mark_dynamic, test/dynamo/test_misc.py::MiscTests::test_cannot_trace_mark_dynamic_safe_unreached, test/dynamo/test_misc.py::MiscTests::test_cast, test/dynamo/test_misc.py::MiscTests::test_cat_unbacked, test/dynamo/test_misc.py::MiscTests::test_catch_watchings1, test/dynamo/test_misc.py::MiscTests::test_catch_watchings2, test/dynamo/test_misc.py::MiscTests::test_cell_captured_by_existing_func_but_not_root_frame, test/dynamo/test_misc.py::MiscTests::test_cell_output1, test/dynamo/test_misc.py::MiscTests::test_cell_output2, test/dynamo/test_misc.py::MiscTests::test_class_duner_flags, test/dynamo/test_misc.py::MiscTests::test_class_duner_mro, test/dynamo/test_misc.py::MiscTests::test_class_has_instancecheck_method, test/dynamo/test_misc.py::MiscTests::test_clone_sparse_input, test/dynamo/test_misc.py::MiscTests::test_closure_out_of_scope_cell, test/dynamo/test_misc.py::MiscTests::test_closure_out_of_scope_cell_with_cond, test/dynamo/test_misc.py::MiscTests::test_closure_out_of_scope_cell_with_mutation, test/dynamo/test_misc.py::MiscTests::test_closure_recompiles, test/dynamo/test_misc.py::MiscTests::test_closure_with_mutation_and_graph_break, test/dynamo/test_misc.py::MiscTests::test_closure_write_across_functions, test/dynamo/test_misc.py::MiscTests::test_compare_shapes_eq, test/dynamo/test_misc.py::MiscTests::test_compare_shapes_neq, test/dynamo/test_misc.py::MiscTests::test_compare_shapes_tuple_eq, test/dynamo/test_misc.py::MiscTests::test_compare_shapes_tuple_neq, test/dynamo/test_misc.py::MiscTests::test_compare_shapes_with_constant, test/dynamo/test_misc.py::MiscTests::test_compare_tensor_with_none, test/dynamo/test_misc.py::MiscTests::test_compilation_metrics_size_limit, test/dynamo/test_misc.py::MiscTests::test_cond, test/dynamo/test_misc.py::MiscTests::test_cond_export, test/dynamo/test_misc.py::MiscTests::test_cond_export_single_arg, test/dynamo/test_misc.py::MiscTests::test_cond_nested, test/dynamo/test_misc.py::MiscTests::test_cond_side_effects, test/dynamo/test_misc.py::MiscTests::test_cond_with_quantization, test/dynamo/test_misc.py::MiscTests::test_conditional_list_comp_in_context, test/dynamo/test_misc.py::MiscTests::test_config_getattr_default, test/dynamo/test_misc.py::MiscTests::test_config_obj, test/dynamo/test_misc.py::MiscTests::test_const_dict_variable_python_type, test/dynamo/test_misc.py::MiscTests::test_constant_getattr, test/dynamo/test_misc.py::MiscTests::test_contains_dunder_dict, test/dynamo/test_misc.py::MiscTests::test_cpp_extension_recommends_custom_ops, test/dynamo/test_misc.py::MiscTests::test_cross_entropy_loss_fancy_ctor1, test/dynamo/test_misc.py::MiscTests::test_cross_entropy_loss_fancy_ctor2, test/dynamo/test_misc.py::MiscTests::test_cross_entropy_loss_simple_ctor, test/dynamo/test_misc.py::MiscTests::test_cse_dict_guards, test/dynamo/test_misc.py::MiscTests::test_cuda_set_device, test/dynamo/test_misc.py::MiscTests::test_custom_dict, test/dynamo/test_misc.py::MiscTests::test_custom_iter_dict, test/dynamo/test_misc.py::MiscTests::test_custom_keys_iter_dict, test/dynamo/test_misc.py::MiscTests::test_custom_module_free, test/dynamo/test_misc.py::MiscTests::test_data_access_in_inference_mode, test/dynamo/test_misc.py::MiscTests::test_data_ptr_graph_break_aten, test/dynamo/test_misc.py::MiscTests::test_data_ptr_graph_break_builtin, test/dynamo/test_misc.py::MiscTests::test_dataclass, test/dynamo/test_misc.py::MiscTests::test_dataclass_fields, test/dynamo/test_misc.py::MiscTests::test_dataclass_local_hasattr, test/dynamo/test_misc.py::MiscTests::test_default_args_device_dtype, test/dynamo/test_misc.py::MiscTests::test_default_dtype_change, test/dynamo/test_misc.py::MiscTests::test_defaultdict, test/dynamo/test_misc.py::MiscTests::test_deque_append_left, test/dynamo/test_misc.py::MiscTests::test_deque_input, test/dynamo/test_misc.py::MiscTests::test_derpy_nn_module_usage, test/dynamo/test_misc.py::MiscTests::test_descriptor, test/dynamo/test_misc.py::MiscTests::test_deterministic_algorithms_mutated, test/dynamo/test_misc.py::MiscTests::test_dict_copy_alias, test/dynamo/test_misc.py::MiscTests::test_dict_guard_on_keys_order, test/dynamo/test_misc.py::MiscTests::test_dict_guard_on_keys_order2, test/dynamo/test_misc.py::MiscTests::test_dict_mutation_side_effect, test/dynamo/test_misc.py::MiscTests::test_dict_namedtuple, test/dynamo/test_misc.py::MiscTests::test_dict_order_keys, test/dynamo/test_misc.py::MiscTests::test_dict_order_keys_modules, test/dynamo/test_misc.py::MiscTests::test_dict_order_keys_tensors, test/dynamo/test_misc.py::MiscTests::test_dict_reconstruct_keeps_original_order, test/dynamo/test_misc.py::MiscTests::test_dict_subclass_cannot_be_initialized_in_graph, test/dynamo/test_misc.py::MiscTests::test_dict_subclass_get_method, test/dynamo/test_misc.py::MiscTests::test_dictcomp, test/dynamo/test_misc.py::MiscTests::test_disable_flag, test/dynamo/test_misc.py::MiscTests::test_dtypes_no_graphbreaks, test/dynamo/test_misc.py::MiscTests::test_dunder_methods, test/dynamo/test_misc.py::MiscTests::test_dunder_new_function_inlining, test/dynamo/test_misc.py::MiscTests::test_dunder_new_function_inlining1, test/dynamo/test_misc.py::MiscTests::test_dunder_new_function_inlining2, test/dynamo/test_misc.py::MiscTests::test_dunder_new_function_inlining3, test/dynamo/test_misc.py::MiscTests::test_dunder_new_function_inlining4, test/dynamo/test_misc.py::MiscTests::test_duplicate_graph_break_log, test/dynamo/test_misc.py::MiscTests::test_dynamic_one_hot, test/dynamo/test_misc.py::MiscTests::test_dynamic_shapes_as_strided, test/dynamo/test_misc.py::MiscTests::test_dynamo_cache_invalidate, test/dynamo/test_misc.py::MiscTests::test_dynamo_cache_move_to_front, test/dynamo/test_misc.py::MiscTests::test_dynamo_compiling_fake_tensor_to_vararg_int, test/dynamo/test_misc.py::MiscTests::test_dynamo_disabled_in_custom_op_kernels, test/dynamo/test_misc.py::MiscTests::test_dynamo_min_operator_with_shape, test/dynamo/test_misc.py::MiscTests::test_dynamo_reset_clears_cache, test/dynamo/test_misc.py::MiscTests::test_empty_list, test/dynamo/test_misc.py::MiscTests::test_enum_as_dict_key, test/dynamo/test_misc.py::MiscTests::test_enum_as_dict_key_with_overloaded_str, test/dynamo/test_misc.py::MiscTests::test_enum_guards, test/dynamo/test_misc.py::MiscTests::test_enum_method, test/dynamo/test_misc.py::MiscTests::test_enum_no_graphbreaks, test/dynamo/test_misc.py::MiscTests::test_error_on_nested_fx_trace, test/dynamo/test_misc.py::MiscTests::test_error_on_recompile, test/dynamo/test_misc.py::MiscTests::test_escaping_closure_var_with_backward_hook, test/dynamo/test_misc.py::MiscTests::test_escaping_closure_var_with_nonlocal_var, test/dynamo/test_misc.py::MiscTests::test_existing_func_that_creates_capturing_nested_func, test/dynamo/test_misc.py::MiscTests::test_flat_name_to_original_fqn, test/dynamo/test_misc.py::MiscTests::test_fn_hasattr__name__1, test/dynamo/test_misc.py::MiscTests::test_fn_hasattr__name__2, test/dynamo/test_misc.py::MiscTests::test_fn_hasattr__name__3, test/dynamo/test_misc.py::MiscTests::test_fold, test/dynamo/test_misc.py::MiscTests::test_free_var_and_local_name_collision, test/dynamo/test_misc.py::MiscTests::test_frozen_dataclass_default_factory, test/dynamo/test_misc.py::MiscTests::test_frozen_dataclass_default_value, test/dynamo/test_misc.py::MiscTests::test_frozen_dataclass_kw_only, test/dynamo/test_misc.py::MiscTests::test_frozen_dict, test/dynamo/test_misc.py::MiscTests::test_frozenset_of_non_literals, test/dynamo/test_misc.py::MiscTests::test_frozenset_torch_func_contains, test/dynamo/test_misc.py::MiscTests::test_funcname_cache, test/dynamo/test_misc.py::MiscTests::test_function_annotation, test/dynamo/test_misc.py::MiscTests::test_generate_tensor_from_list_of_numpy_primitive_type, test/dynamo/test_misc.py::MiscTests::test_generate_trivial_abstract_impl, test/dynamo/test_misc.py::MiscTests::test_get_attr_function, test/dynamo/test_misc.py::MiscTests::test_get_cache_entry, test/dynamo/test_misc.py::MiscTests::test_get_custom_tensor_attribute, test/dynamo/test_misc.py::MiscTests::test_get_device, test/dynamo/test_misc.py::MiscTests::test_get_instruction_source_311, test/dynamo/test_misc.py::MiscTests::test_getattr_dict, test/dynamo/test_misc.py::MiscTests::test_getattrvariable_as_python_constant, test/dynamo/test_misc.py::MiscTests::test_getset_descriptor, test/dynamo/test_misc.py::MiscTests::test_grad, test/dynamo/test_misc.py::MiscTests::test_grad_non_none, test/dynamo/test_misc.py::MiscTests::test_grad_none, test/dynamo/test_misc.py::MiscTests::test_grad_state_mutated, test/dynamo/test_misc.py::MiscTests::test_graph_break_compilation_metrics, test/dynamo/test_misc.py::MiscTests::test_graph_break_compilation_metrics_on_failure, test/dynamo/test_misc.py::MiscTests::test_graph_break_correctly_when_passing_numpy_ndarray_to_torch_function, test/dynamo/test_misc.py::MiscTests::test_guard_failure_fn, test/dynamo/test_misc.py::MiscTests::test_guard_failure_fn2, test/dynamo/test_misc.py::MiscTests::test_guard_failure_fn_shape_control, test/dynamo/test_misc.py::MiscTests::test_guard_failure_fn_tensor_iter, test/dynamo/test_misc.py::MiscTests::test_guard_function_builder_with_cse, test/dynamo/test_misc.py::MiscTests::test_guard_size_oblivious, test/dynamo/test_misc.py::MiscTests::test_guard_size_oblivious_backed, test/dynamo/test_misc.py::MiscTests::test_guard_size_oblivious_simplification, test/dynamo/test_misc.py::MiscTests::test_guard_sym_node_fstring_when_used, test/dynamo/test_misc.py::MiscTests::test_guards_cse_pass_multiple, test/dynamo/test_misc.py::MiscTests::test_guards_cse_pass_single, test/dynamo/test_misc.py::MiscTests::test_guards_strip_function_call, test/dynamo/test_misc.py::MiscTests::test_hasattr_nn_module_guard, test/dynamo/test_misc.py::MiscTests::test_hash_getitem_slice, test/dynamo/test_misc.py::MiscTests::test_id_guarded_module, test/dynamo/test_misc.py::MiscTests::test_id_guarded_object, test/dynamo/test_misc.py::MiscTests::test_id_of_nn_module, test/dynamo/test_misc.py::MiscTests::test_id_tensor, test/dynamo/test_misc.py::MiscTests::test_if_cond_nn_mod1, test/dynamo/test_misc.py::MiscTests::test_if_cond_nn_mod2, test/dynamo/test_misc.py::MiscTests::test_if_cond_nn_mod3, test/dynamo/test_misc.py::MiscTests::test_if_cond_user_defined_object, test/dynamo/test_misc.py::MiscTests::test_if_cond_user_defined_object2, test/dynamo/test_misc.py::MiscTests::test_if_cond_user_defined_object3, test/dynamo/test_misc.py::MiscTests::test_inference_mode, test/dynamo/test_misc.py::MiscTests::test_inline_closure_not_loaded_by_parent, test/dynamo/test_misc.py::MiscTests::test_inline_closure_returned_by_another_function_and_captures, test/dynamo/test_misc.py::MiscTests::test_inline_dict_function, test/dynamo/test_misc.py::MiscTests::test_inline_dict_function_passed_as_arg, test/dynamo/test_misc.py::MiscTests::test_inline_dict_mutation, test/dynamo/test_misc.py::MiscTests::test_inline_func_jump_on_tensor_condition, test/dynamo/test_misc.py::MiscTests::test_inline_list_mutation, test/dynamo/test_misc.py::MiscTests::test_inline_local_dict_clear, test/dynamo/test_misc.py::MiscTests::test_inline_module_attr_dict_clear, test/dynamo/test_misc.py::MiscTests::test_inline_user_defined_dict_attr_clear, test/dynamo/test_misc.py::MiscTests::test_inplace, test/dynamo/test_misc.py::MiscTests::test_inplace_desugaring, test/dynamo/test_misc.py::MiscTests::test_inplace_param_update, test/dynamo/test_misc.py::MiscTests::test_inplace_view_on_graph_input, test/dynamo/test_misc.py::MiscTests::test_input_set_graph_break, test/dynamo/test_misc.py::MiscTests::test_inspect_signature_bind, test/dynamo/test_misc.py::MiscTests::test_inspect_signature_bind_non_user_function, test/dynamo/test_misc.py::MiscTests::test_inspect_signature_parameters, test/dynamo/test_misc.py::MiscTests::test_int_int_comparisons, test/dynamo/test_misc.py::MiscTests::test_int_list, test/dynamo/test_misc.py::MiscTests::test_int_neg, test/dynamo/test_misc.py::MiscTests::test_int_shape_binops, test/dynamo/test_misc.py::MiscTests::test_int_shape_comparisons, test/dynamo/test_misc.py::MiscTests::test_int_shape_inplace_binops, test/dynamo/test_misc.py::MiscTests::test_intermediary_tensor_grad_access, test/dynamo/test_misc.py::MiscTests::test_interpolate_propagate_real_tensors, test/dynamo/test_misc.py::MiscTests::test_invalid_args_builtin, test/dynamo/test_misc.py::MiscTests::test_is_compiling, test/dynamo/test_misc.py::MiscTests::test_is_floating_point, test/dynamo/test_misc.py::MiscTests::test_is_floating_point2, test/dynamo/test_misc.py::MiscTests::test_is_tensor, test/dynamo/test_misc.py::MiscTests::test_is_tensor2, test/dynamo/test_misc.py::MiscTests::test_is_tensor_like, test/dynamo/test_misc.py::MiscTests::test_is_tensor_like2, test/dynamo/test_misc.py::MiscTests::test_item, test/dynamo/test_misc.py::MiscTests::test_item_changes, test/dynamo/test_misc.py::MiscTests::test_item_changes_new_shape, test/dynamo/test_misc.py::MiscTests::test_iter_set, test/dynamo/test_misc.py::MiscTests::test_iter_type, test/dynamo/test_misc.py::MiscTests::test_iterator_limit, test/dynamo/test_misc.py::MiscTests::test_itertools_accumulate_symint_default_sum, test/dynamo/test_misc.py::MiscTests::test_itertools_accumulate_tensors_builtins, test/dynamo/test_misc.py::MiscTests::test_itertools_accumulate_tensors_default_sum, test/dynamo/test_misc.py::MiscTests::test_itertools_accumulate_tensors_kwargs, test/dynamo/test_misc.py::MiscTests::test_itertools_accumulate_tensors_user_defined, test/dynamo/test_misc.py::MiscTests::test_itertools_groupby_pure_python_default_identify_func, test/dynamo/test_misc.py::MiscTests::test_itertools_groupby_pure_python_key_func, test/dynamo/test_misc.py::MiscTests::test_itertools_infinite_count, test/dynamo/test_misc.py::MiscTests::test_itertools_infinite_cycle, test/dynamo/test_misc.py::MiscTests::test_itertools_infinite_repeat, test/dynamo/test_misc.py::MiscTests::test_itertools_infinite_repeat_mutation, test/dynamo/test_misc.py::MiscTests::test_itertools_islice, test/dynamo/test_misc.py::MiscTests::test_itertools_islice_default_end, test/dynamo/test_misc.py::MiscTests::test_itertools_islice_default_step, test/dynamo/test_misc.py::MiscTests::test_itertools_repeat, test/dynamo/test_misc.py::MiscTests::test_itertools_tee, test/dynamo/test_misc.py::MiscTests::test_large_reduction_list, test/dynamo/test_misc.py::MiscTests::test_linear_module_free, test/dynamo/test_misc.py::MiscTests::test_list_append_return_none, test/dynamo/test_misc.py::MiscTests::test_list_class, test/dynamo/test_misc.py::MiscTests::test_list_hasattr1, test/dynamo/test_misc.py::MiscTests::test_list_hasattr2, test/dynamo/test_misc.py::MiscTests::test_list_iadd_side_effect, test/dynamo/test_misc.py::MiscTests::test_list_iadd_with_shape, test/dynamo/test_misc.py::MiscTests::test_list_iterator_contains, test/dynamo/test_misc.py::MiscTests::test_list_mul, test/dynamo/test_misc.py::MiscTests::test_list_slice_mul, test/dynamo/test_misc.py::MiscTests::test_listcomp, test/dynamo/test_misc.py::MiscTests::test_load_fast_and_clear_graph_break, test/dynamo/test_misc.py::MiscTests::test_mandelbrot_numpy, test/dynamo/test_misc.py::MiscTests::test_map_side_effects, test/dynamo/test_misc.py::MiscTests::test_map_with_quantization, test/dynamo/test_misc.py::MiscTests::test_mark_dynamic_with_ranges, test/dynamo/test_misc.py::MiscTests::test_mark_static, test/dynamo/test_misc.py::MiscTests::test_matmul1, test/dynamo/test_misc.py::MiscTests::test_min_max_over_iterable, test/dynamo/test_misc.py::MiscTests::test_module_complex_iter, test/dynamo/test_misc.py::MiscTests::test_module_deepcopy, test/dynamo/test_misc.py::MiscTests::test_module_dunder_dict, test/dynamo/test_misc.py::MiscTests::test_module_not_callable, test/dynamo/test_misc.py::MiscTests::test_mro_type_tensor_no_source, test/dynamo/test_misc.py::MiscTests::test_multiple_inheritance, test/dynamo/test_misc.py::MiscTests::test_named_parameters, test/dynamo/test_misc.py::MiscTests::test_namedtuple1, test/dynamo/test_misc.py::MiscTests::test_namedtuple2, test/dynamo/test_misc.py::MiscTests::test_namedtuple3, test/dynamo/test_misc.py::MiscTests::test_namedtuple_class, test/dynamo/test_misc.py::MiscTests::test_namedtuple_with_custom_getitem, test/dynamo/test_misc.py::MiscTests::test_nan, test/dynamo/test_misc.py::MiscTests::test_ne_operator_with_custom_eq, test/dynamo/test_misc.py::MiscTests::test_ne_operator_with_custom_graphbreak_eq, test/dynamo/test_misc.py::MiscTests::test_nested_closure, test/dynamo/test_misc.py::MiscTests::test_nested_closure_mutation, test/dynamo/test_misc.py::MiscTests::test_nested_function_resuming_with_correct_globals, test/dynamo/test_misc.py::MiscTests::test_nested_optimize, test/dynamo/test_misc.py::MiscTests::test_nested_optimize_decorator, test/dynamo/test_misc.py::MiscTests::test_nested_optimize_run, test/dynamo/test_misc.py::MiscTests::test_nested_sequential_try, test/dynamo/test_misc.py::MiscTests::test_nested_sequential_try_with, test/dynamo/test_misc.py::MiscTests::test_nested_sequential_try_with_graph_break, test/dynamo/test_misc.py::MiscTests::test_nested_sequential_with, test/dynamo/test_misc.py::MiscTests::test_nested_wraps, test/dynamo/test_misc.py::MiscTests::test_new_with_int_list, test/dynamo/test_misc.py::MiscTests::test_nn_functional_reduction, test/dynamo/test_misc.py::MiscTests::test_nn_module_getattr, test/dynamo/test_misc.py::MiscTests::test_nn_module_getattribute, test/dynamo/test_misc.py::MiscTests::test_nn_sequential_invocation, test/dynamo/test_misc.py::MiscTests::test_nn_sequential_invocation_reposition_indices, test/dynamo/test_misc.py::MiscTests::test_no_error_on_nested_fx_trace, test/dynamo/test_misc.py::MiscTests::test_no_guard_for_unused_sym_node_fstring, test/dynamo/test_misc.py::MiscTests::test_no_raise_guard_partial_constraint, test/dynamo/test_misc.py::MiscTests::test_no_raise_guard_partial_constraint_across_break, test/dynamo/test_misc.py::MiscTests::test_non_pt2_compliant_ops_graph_break, test/dynamo/test_misc.py::MiscTests::test_not_dynamic_scope, test/dynamo/test_misc.py::MiscTests::test_numel, test/dynamo/test_misc.py::MiscTests::test_numpy_array_of_arrays, test/dynamo/test_misc.py::MiscTests::test_numpy_as_global, test/dynamo/test_misc.py::MiscTests::test_numpy_fallback_on_eager, test/dynamo/test_misc.py::MiscTests::test_numpy_force, test/dynamo/test_misc.py::MiscTests::test_numpy_gt, test/dynamo/test_misc.py::MiscTests::test_numpy_int_constant, test/dynamo/test_misc.py::MiscTests::test_numpy_iter, test/dynamo/test_misc.py::MiscTests::test_numpy_min, test/dynamo/test_misc.py::MiscTests::test_numpy_ndarray_graph_break, test/dynamo/test_misc.py::MiscTests::test_numpy_ndarray_graph_break_with_multiple_outputs, test/dynamo/test_misc.py::MiscTests::test_numpy_ndarray_works_with_builtin_function, test/dynamo/test_misc.py::MiscTests::test_numpy_no_raise, test/dynamo/test_misc.py::MiscTests::test_numpy_non_torch_dtype, test/dynamo/test_misc.py::MiscTests::test_numpy_random_config_to_numpy, test/dynamo/test_misc.py::MiscTests::test_numpy_readonly, test/dynamo/test_misc.py::MiscTests::test_numpy_recompilation_scalar, test/dynamo/test_misc.py::MiscTests::test_numpy_size_attr, test/dynamo/test_misc.py::MiscTests::test_numpy_subdtype, test/dynamo/test_misc.py::MiscTests::test_numpy_take_along_axis, test/dynamo/test_misc.py::MiscTests::test_numpy_tolist, test/dynamo/test_misc.py::MiscTests::test_numpy_torch_operators, test/dynamo/test_misc.py::MiscTests::test_numpy_ufunc_out, test/dynamo/test_misc.py::MiscTests::test_numpy_ufunc_out_graph_break, test/dynamo/test_misc.py::MiscTests::test_numpy_unique_f16, test/dynamo/test_misc.py::MiscTests::test_numpy_variable_isinstance, test/dynamo/test_misc.py::MiscTests::test_numpy_with_builtin_type, test/dynamo/test_misc.py::MiscTests::test_object_classmethod, test/dynamo/test_misc.py::MiscTests::test_object_setattr, test/dynamo/test_misc.py::MiscTests::test_object_staticmethod, test/dynamo/test_misc.py::MiscTests::test_onnx_shape_as_tensor, test/dynamo/test_misc.py::MiscTests::test_optimize_on_module, test/dynamo/test_misc.py::MiscTests::test_optree_graph_break_message, test/dynamo/test_misc.py::MiscTests::test_ordered_dict_alias_reconstruct, test/dynamo/test_misc.py::MiscTests::test_ordered_dict_move_to_end, test/dynamo/test_misc.py::MiscTests::test_os_environ_get, test/dynamo/test_misc.py::MiscTests::test_os_environ_set_graph_break, test/dynamo/test_misc.py::MiscTests::test_out_variant_custom_op, test/dynamo/test_misc.py::MiscTests::test_out_variants_with_resizing_on_graph_inputs, test/dynamo/test_misc.py::MiscTests::test_out_variants_with_resizing_on_graph_inputs_with_dynamic, test/dynamo/test_misc.py::MiscTests::test_out_variants_with_resizing_on_graph_inputs_with_dynamic1, test/dynamo/test_misc.py::MiscTests::test_outside_linear_module_free, test/dynamo/test_misc.py::MiscTests::test_packaging_version_parse, test/dynamo/test_misc.py::MiscTests::test_pair, test/dynamo/test_misc.py::MiscTests::test_param_shape_binops, test/dynamo/test_misc.py::MiscTests::test_parameter_free, test/dynamo/test_misc.py::MiscTests::test_parsing_sdpa, test/dynamo/test_misc.py::MiscTests::test_patched_builtin_functions, test/dynamo/test_misc.py::MiscTests::test_proxy_frozen_dataclass, test/dynamo/test_misc.py::MiscTests::test_pt2_compliant_ops_are_allowed, test/dynamo/test_misc.py::MiscTests::test_pt2_compliant_overload, test/dynamo/test_misc.py::MiscTests::test_pure_python_accumulate, test/dynamo/test_misc.py::MiscTests::test_py_guards_mark_dynamic, test/dynamo/test_misc.py::MiscTests::test_python_slice, test/dynamo/test_misc.py::MiscTests::test_pytree_tree_flatten_unflatten, test/dynamo/test_misc.py::MiscTests::test_pytree_tree_leaves, test/dynamo/test_misc.py::MiscTests::test_pytree_tree_map, test/dynamo/test_misc.py::MiscTests::test_raise_guard_full_constraint, test/dynamo/test_misc.py::MiscTests::test_raise_guard_indirect_full_constraint, test/dynamo/test_misc.py::MiscTests::test_raise_guard_partial_constraint_across_break, test/dynamo/test_misc.py::MiscTests::test_raise_guard_partial_constraint_no_graph_break, test/dynamo/test_misc.py::MiscTests::test_raise_on_backend_error, test/dynamo/test_misc.py::MiscTests::test_raises, test/dynamo/test_misc.py::MiscTests::test_raises_importerror1, test/dynamo/test_misc.py::MiscTests::test_raises_importerror2, test/dynamo/test_misc.py::MiscTests::test_rand, test/dynamo/test_misc.py::MiscTests::test_range_input, test/dynamo/test_misc.py::MiscTests::test_range_iter_guards, test/dynamo/test_misc.py::MiscTests::test_range_iter_side_effects, test/dynamo/test_misc.py::MiscTests::test_range_with_shape, test/dynamo/test_misc.py::MiscTests::test_real_imag_tensor_attribute, test/dynamo/test_misc.py::MiscTests::test_recompile_message_on_parameter, test/dynamo/test_misc.py::MiscTests::test_recompile_on_global_state_change, test/dynamo/test_misc.py::MiscTests::test_reconstruct_frozen_dataclass, test/dynamo/test_misc.py::MiscTests::test_reconstruct_set_across_graph_break, test/dynamo/test_misc.py::MiscTests::test_recursive_inline_list_mutation, test/dynamo/test_misc.py::MiscTests::test_recursive_tensor_attribute, test/dynamo/test_misc.py::MiscTests::test_release_input_memory, test/dynamo/test_misc.py::MiscTests::test_release_module_memory, test/dynamo/test_misc.py::MiscTests::test_release_scope_memory, test/dynamo/test_misc.py::MiscTests::test_remove_set, test/dynamo/test_misc.py::MiscTests::test_repeat_interleave_graphbreaks, test/dynamo/test_misc.py::MiscTests::test_repro_graph_breaks_in__get_item_by_idx, test/dynamo/test_misc.py::MiscTests::test_restore_graphstate, test/dynamo/test_misc.py::MiscTests::test_return_dict_with_graph_break_and_update, test/dynamo/test_misc.py::MiscTests::test_return_nested_function, test/dynamo/test_misc.py::MiscTests::test_returning_func_with_captured_func_and_tensor, test/dynamo/test_misc.py::MiscTests::test_returning_nested_func_with_captured_tensor, test/dynamo/test_misc.py::MiscTests::test_running_func_with_captured_func_and_tensor, test/dynamo/test_misc.py::MiscTests::test_running_nested_func_with_captured_tensor, test/dynamo/test_misc.py::MiscTests::test_runtime_assert_replacement, test/dynamo/test_misc.py::MiscTests::test_sample_input, test/dynamo/test_misc.py::MiscTests::test_scalar_device_movement, test/dynamo/test_misc.py::MiscTests::test_scalar_tensor_is_equivalent_to_int_list_argument, test/dynamo/test_misc.py::MiscTests::test_scalar_tensor_is_equivalent_to_symint_argument, test/dynamo/test_misc.py::MiscTests::test_scalar_tensor_is_equivalent_to_symint_list_argument, test/dynamo/test_misc.py::MiscTests::test_sequential_module_free, test/dynamo/test_misc.py::MiscTests::test_set_aliasing_recompiles, test/dynamo/test_misc.py::MiscTests::test_set_custom_tensor_attribute, test/dynamo/test_misc.py::MiscTests::test_set_discard, test/dynamo/test_misc.py::MiscTests::test_set_update, test/dynamo/test_misc.py::MiscTests::test_setattr_mutation1, test/dynamo/test_misc.py::MiscTests::test_setattr_mutation2, test/dynamo/test_misc.py::MiscTests::test_setattr_mutation3, test/dynamo/test_misc.py::MiscTests::test_shape_and_tuple_equality, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_constructor, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_create_symbolic_sizes_strides_storage_offset, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_empty, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_evaluate_expr_divisible, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_evaluate_expr_refinement, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_evaluate_expr_replacement, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_runtime_assert, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_unbacked, test/dynamo/test_misc.py::MiscTests::test_shape_env_no_recording, test/dynamo/test_misc.py::MiscTests::test_shape_env_recorded_function_fallback, test/dynamo/test_misc.py::MiscTests::test_shape_int_comparisons, test/dynamo/test_misc.py::MiscTests::test_shape_int_inplace_binops, test/dynamo/test_misc.py::MiscTests::test_shape_type, test/dynamo/test_misc.py::MiscTests::test_shape_unpack, test/dynamo/test_misc.py::MiscTests::test_side_effects_codegen_update_mutated, test/dynamo/test_misc.py::MiscTests::test_simple_set_usage, test/dynamo/test_misc.py::MiscTests::test_size_dim, test/dynamo/test_misc.py::MiscTests::test_size_input, test/dynamo/test_misc.py::MiscTests::test_slice_input, test/dynamo/test_misc.py::MiscTests::test_source_non_input_grad_access, test/dynamo/test_misc.py::MiscTests::test_storage_return, test/dynamo/test_misc.py::MiscTests::test_str_format_assert1, test/dynamo/test_misc.py::MiscTests::test_str_format_assert2, test/dynamo/test_misc.py::MiscTests::test_str_format_return1, test/dynamo/test_misc.py::MiscTests::test_str_format_return2, test/dynamo/test_misc.py::MiscTests::test_stride_dim, test/dynamo/test_misc.py::MiscTests::test_structseq1, test/dynamo/test_misc.py::MiscTests::test_structseq2, test/dynamo/test_misc.py::MiscTests::test_super_after_graph_break, test/dynamo/test_misc.py::MiscTests::test_super_calling_with_metaclass, test/dynamo/test_misc.py::MiscTests::test_sym_constrain_range_on_replaced_unbacked_symbol, test/dynamo/test_misc.py::MiscTests::test_symint_as_device_kwarg, test/dynamo/test_misc.py::MiscTests::test_symint_as_device_kwarg_multi_gpu, test/dynamo/test_misc.py::MiscTests::test_symint_as_device_kwarg_non_strict_export, test/dynamo/test_misc.py::MiscTests::test_symint_fold_nontrivial_product_modulo, test/dynamo/test_misc.py::MiscTests::test_sys_modules, test/dynamo/test_misc.py::MiscTests::test_tagging_tensors_mix_used_unused_structure, test/dynamo/test_misc.py::MiscTests::test_tagging_tensors_simple, test/dynamo/test_misc.py::MiscTests::test_tensor_build_list_unpack, test/dynamo/test_misc.py::MiscTests::test_tensor_ctor_list_of_tensor, test/dynamo/test_misc.py::MiscTests::test_tensor_data, test/dynamo/test_misc.py::MiscTests::test_tensor_dict1, test/dynamo/test_misc.py::MiscTests::test_tensor_dict2, test/dynamo/test_misc.py::MiscTests::test_tensor_dict3, test/dynamo/test_misc.py::MiscTests::test_tensor_dot_grad_no_graph_break, test/dynamo/test_misc.py::MiscTests::test_tensor_dynamic_method, test/dynamo/test_misc.py::MiscTests::test_tensor_hasattr, test/dynamo/test_misc.py::MiscTests::test_tensor_interacts_with_numpy_ndarray, test/dynamo/test_misc.py::MiscTests::test_tensor_is_contiguous, test/dynamo/test_misc.py::MiscTests::test_tensor_item_capture, test/dynamo/test_misc.py::MiscTests::test_tensor_item_no_capture, test/dynamo/test_misc.py::MiscTests::test_tensor_iter, test/dynamo/test_misc.py::MiscTests::test_tensor_layout, test/dynamo/test_misc.py::MiscTests::test_tensor_types, test/dynamo/test_misc.py::MiscTests::test_thread_local_setattr, test/dynamo/test_misc.py::MiscTests::test_tolist_0d, test/dynamo/test_misc.py::MiscTests::test_tolist_1d, test/dynamo/test_misc.py::MiscTests::test_tolist_float, test/dynamo/test_misc.py::MiscTests::test_tolist_kd, test/dynamo/test_misc.py::MiscTests::test_tolist_kd_dynamic, test/dynamo/test_misc.py::MiscTests::test_tolist_scalar, test/dynamo/test_misc.py::MiscTests::test_top_package_import, test/dynamo/test_misc.py::MiscTests::test_torch_check, test/dynamo/test_misc.py::MiscTests::test_torch_check_is_size, test/dynamo/test_misc.py::MiscTests::test_torch_check_symbolic_shape_rel, test/dynamo/test_misc.py::MiscTests::test_torch_compile_ctx_on_forward_and_training_step, test/dynamo/test_misc.py::MiscTests::test_torch_cuda_is_available, test/dynamo/test_misc.py::MiscTests::test_torch_cudnn_is_acceptable, test/dynamo/test_misc.py::MiscTests::test_torch_cudnn_is_acceptable_bad_inputs, test/dynamo/test_misc.py::MiscTests::test_torch_device_python_type, test/dynamo/test_misc.py::MiscTests::test_torch_distributions_lazy_property, test/dynamo/test_misc.py::MiscTests::test_torch_dtype_python_type, test/dynamo/test_misc.py::MiscTests::test_torch_dynamo_codegen_pow, test/dynamo/test_misc.py::MiscTests::test_torch_generator_set_state, test/dynamo/test_misc.py::MiscTests::test_torch_guards_stack_frame_register_inlining, test/dynamo/test_misc.py::MiscTests::test_torch_guards_stack_frame_register_inlining_deep, test/dynamo/test_misc.py::MiscTests::test_torch_nn_parameter_isinstance, test/dynamo/test_misc.py::MiscTests::test_torch_objects_as_keys, test/dynamo/test_misc.py::MiscTests::test_torch_package_working_with_trace, test/dynamo/test_misc.py::MiscTests::test_torch_seed, test/dynamo/test_misc.py::MiscTests::test_torch_size, test/dynamo/test_misc.py::MiscTests::test_torch_size_numel, test/dynamo/test_misc.py::MiscTests::test_torch_size_numel_dynamic, test/dynamo/test_misc.py::MiscTests::test_torch_variable_hasattr, test/dynamo/test_misc.py::MiscTests::test_trace_ndarray_frame, test/dynamo/test_misc.py::MiscTests::test_trace_ndarray_frame_2, test/dynamo/test_misc.py::MiscTests::test_tracing_nested_py_tree, test/dynamo/test_misc.py::MiscTests::test_tracing_nested_py_tree_dicts, test/dynamo/test_misc.py::MiscTests::test_tracing_nested_py_tree_mixed_all, test/dynamo/test_misc.py::MiscTests::test_tracing_nested_py_tree_tuples, test/dynamo/test_misc.py::MiscTests::test_tracing_py_tree, test/dynamo/test_misc.py::MiscTests::test_tracing_py_tree_tensor_subclass, test/dynamo/test_misc.py::MiscTests::test_tracing_tree_map_only, test/dynamo/test_misc.py::MiscTests::test_tuple_class, test/dynamo/test_misc.py::MiscTests::test_tuple_from_tuple_iter, test/dynamo/test_misc.py::MiscTests::test_tuple_hasattr, test/dynamo/test_misc.py::MiscTests::test_tuple_iadd_with_shape, test/dynamo/test_misc.py::MiscTests::test_tuple_mul, test/dynamo/test_misc.py::MiscTests::test_tuple_mul_with_shape, test/dynamo/test_misc.py::MiscTests::test_type_copy, test/dynamo/test_misc.py::MiscTests::test_typing_dict, test/dynamo/test_misc.py::MiscTests::test_typing_typevar, test/dynamo/test_misc.py::MiscTests::test_typing_union_and_optional, test/dynamo/test_misc.py::MiscTests::test_typing_variable_isinstance, test/dynamo/test_misc.py::MiscTests::test_unbacked_symint, test/dynamo/test_misc.py::MiscTests::test_unhandled_exception_in_dynamo, test/dynamo/test_misc.py::MiscTests::test_unhandled_exception_in_dynamo2, test/dynamo/test_misc.py::MiscTests::test_unpack4, test/dynamo/test_misc.py::MiscTests::test_unpack5, test/dynamo/test_misc.py::MiscTests::test_unpack_tensor_shape_mismatch, test/dynamo/test_misc.py::MiscTests::test_update_locals_and_stack_uses_shared_cache, test/dynamo/test_misc.py::MiscTests::test_user_defined_binop, test/dynamo/test_misc.py::MiscTests::test_user_defined_class_name, test/dynamo/test_misc.py::MiscTests::test_user_defined_class_python_type, test/dynamo/test_misc.py::MiscTests::test_user_defined_iter, test/dynamo/test_misc.py::MiscTests::test_user_defined_object_class_interaction, test/dynamo/test_misc.py::MiscTests::test_user_defined_setattr1, test/dynamo/test_misc.py::MiscTests::test_user_defined_setattr2, test/dynamo/test_misc.py::MiscTests::test_user_function_variable_supports_enum_argument, test/dynamo/test_misc.py::MiscTests::test_user_function_variable_supports_function_argument, test/dynamo/test_misc.py::MiscTests::test_user_function_variable_supports_type_abcmeta_argument, test/dynamo/test_misc.py::MiscTests::test_user_getattr1, test/dynamo/test_misc.py::MiscTests::test_user_getattr2, test/dynamo/test_misc.py::MiscTests::test_user_getattribute, test/dynamo/test_misc.py::MiscTests::test_user_property, test/dynamo/test_misc.py::MiscTests::test_usr_cls_classmethod, test/dynamo/test_misc.py::MiscTests::test_usr_cls_staticmethod, test/dynamo/test_misc.py::MiscTests::test_validate_outputs_unbacked, test/dynamo/test_misc.py::MiscTests::test_validate_outputs_unbacked_by_custom_op, test/dynamo/test_misc.py::MiscTests::test_variable_access_in_exception, test/dynamo/test_misc.py::MiscTests::test_variable_tracker_recursively_contains, test/dynamo/test_misc.py::MiscTests::test_version_ci, test/dynamo/test_misc.py::MiscTests::test_with_builtin_type, test/dynamo/test_misc.py::MiscTests::test_write_to_cells_with_name_shadowing, test/dynamo/test_misc.py::MiscTests::test_write_to_closures_in_inlining, test/dynamo/test_misc.py::MiscTests::test_writes_to_cells_across_frames1, test/dynamo/test_misc.py::MiscTests::test_writes_to_cells_across_frames2, test/dynamo/test_misc.py::MiscTests::test_yield_from, test/dynamo/test_misc.py::MiscTests::test_yield_from_in_a_loop, test/dynamo/test_misc.py::MiscTests::test_yield_from_user_stop_iteration, test/dynamo/test_misc.py::MiscTests::test_yield_gen_and_from, test/dynamo/test_misc.py::MiscTests::test_yield_send_to_subgenerator_graph_break, test/dynamo/test_misc.py::TestTracer::test_jit_save, test/dynamo/test_misc.py::TestCustomFunction::test_autograd_function_with_matmul_folding_at_output 2024-12-18T00:46:52.8087077Z 2024-12-18T00:46:53.0514942Z Running dynamo/test_logging 1/1 ... [2024-12-18 00:46:53.051114] 2024-12-18T00:46:53.0515384Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:46:53.0519727Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_logging.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:46:53.051581] 2024-12-18T00:46:57.0506251Z Running dynamo/test_unspec 1/1 ... [2024-12-18 00:46:57.050081] 2024-12-18T00:46:57.0506795Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:46:57.0507930Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_unspec.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:46:57.050459] 2024-12-18T00:46:57.7268340Z 2024-12-18T00:46:57.7269334Z dynamo/test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_logging_1.1_6a8801c15187e3cf_.log 2024-12-18T00:46:57.7284391Z Running 48 items in this shard: test/dynamo/test_logging.py::LoggingTests::test_all, test/dynamo/test_logging.py::LoggingTests::test_aot, test/dynamo/test_logging.py::LoggingTests::test_aot_graphs, test/dynamo/test_logging.py::LoggingTests::test_aot_joint_graph, test/dynamo/test_logging.py::LoggingTests::test_bytecode, test/dynamo/test_logging.py::LoggingTests::test_cudagraph_static_inputs, test/dynamo/test_logging.py::LoggingTests::test_cudagraphs, test/dynamo/test_logging.py::LoggingTests::test_custom_format, test/dynamo/test_logging.py::LoggingTests::test_custom_format_exc, test/dynamo/test_logging.py::LoggingTests::test_ddp_graphs, test/dynamo/test_logging.py::LoggingTests::test_default_logging, test/dynamo/test_logging.py::LoggingTests::test_distributed_rank_logging, test/dynamo/test_logging.py::LoggingTests::test_dump_compile_times, test/dynamo/test_logging.py::LoggingTests::test_dynamo_debug, test/dynamo/test_logging.py::LoggingTests::test_dynamo_debug_default_off_artifacts, test/dynamo/test_logging.py::LoggingTests::test_dynamo_error, test/dynamo/test_logging.py::LoggingTests::test_dynamo_info, test/dynamo/test_logging.py::LoggingTests::test_fusion, test/dynamo/test_logging.py::LoggingTests::test_graph_breaks, test/dynamo/test_logging.py::LoggingTests::test_graph_region_expansion, test/dynamo/test_logging.py::LoggingTests::test_guards_polyfill_sloc, test/dynamo/test_logging.py::LoggingTests::test_guards_recompiles, test/dynamo/test_logging.py::LoggingTests::test_guards_sloc, test/dynamo/test_logging.py::LoggingTests::test_guards_sloc_vr, test/dynamo/test_logging.py::LoggingTests::test_inductor_debug, test/dynamo/test_logging.py::LoggingTests::test_inductor_error, test/dynamo/test_logging.py::LoggingTests::test_inductor_info, test/dynamo/test_logging.py::LoggingTests::test_invalid_artifact_flag, test/dynamo/test_logging.py::LoggingTests::test_kernel_code, test/dynamo/test_logging.py::LoggingTests::test_log_traced_frames, test/dynamo/test_logging.py::LoggingTests::test_logs_out, test/dynamo/test_logging.py::LoggingTests::test_multiline_format, test/dynamo/test_logging.py::LoggingTests::test_open_registration, test/dynamo/test_logging.py::LoggingTests::test_open_registration_python_api, test/dynamo/test_logging.py::LoggingTests::test_open_registration_with_registered_parent, test/dynamo/test_logging.py::LoggingTests::test_optimizer_non_static_param, test/dynamo/test_logging.py::LoggingTests::test_output_code, test/dynamo/test_logging.py::LoggingTests::test_recompiles, test/dynamo/test_logging.py::LoggingTests::test_schedule, test/dynamo/test_logging.py::LoggingTests::test_trace_call, test/dynamo/test_logging.py::LoggingTests::test_trace_call_graph_break, test/dynamo/test_logging.py::LoggingTests::test_trace_call_inline_call, test/dynamo/test_logging.py::LoggingTests::test_trace_call_prefix, test/dynamo/test_logging.py::LoggingTests::test_trace_source_cond, test/dynamo/test_logging.py::LoggingTests::test_trace_source_funcname, test/dynamo/test_logging.py::LoggingTests::test_trace_source_if_stmt, test/dynamo/test_logging.py::LoggingTests::test_trace_source_nested, test/dynamo/test_logging.py::LoggingTests::test_trace_source_simple 2024-12-18T00:46:57.7298286Z 2024-12-18T00:47:01.6250628Z 2024-12-18T00:47:01.6252065Z dynamo/test_unspec 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_unspec_1.1_068d8e61efdc9344_.log 2024-12-18T00:47:01.6267166Z Running 47 items in this shard: test/dynamo/test_unspec.py::UnspecTests::test_argmin_coerces_symint_to_intlist_spec, test/dynamo/test_unspec.py::UnspecTests::test_bool_tensor_ctor, test/dynamo/test_unspec.py::UnspecTests::test_builtin_functions_on_cuda, test/dynamo/test_unspec.py::UnspecTests::test_builtin_getitem, test/dynamo/test_unspec.py::UnspecTests::test_builtin_max_min, test/dynamo/test_unspec.py::UnspecTests::test_compiled_random_calls_are_random, test/dynamo/test_unspec.py::UnspecTests::test_conv1d_symint_padding, test/dynamo/test_unspec.py::UnspecTests::test_data_dependent_evaluate_expr_graph_break, test/dynamo/test_unspec.py::UnspecTests::test_defaults, test/dynamo/test_unspec.py::UnspecTests::test_exponential, test/dynamo/test_unspec.py::UnspecTests::test_feed_random_values_into_graph_only, test/dynamo/test_unspec.py::UnspecTests::test_isinstance_symint, test/dynamo/test_unspec.py::UnspecTests::test_item_max, test/dynamo/test_unspec.py::UnspecTests::test_mark_01_dynamic, test/dynamo/test_unspec.py::UnspecTests::test_mark_static_inside, test/dynamo/test_unspec.py::UnspecTests::test_mark_unbacked, test/dynamo/test_unspec.py::UnspecTests::test_mark_unbacked_channels_last, test/dynamo/test_unspec.py::UnspecTests::test_mark_unbacked_hint_consistency, test/dynamo/test_unspec.py::UnspecTests::test_multiple_consecutive_random_calls_before_graph, test/dynamo/test_unspec.py::UnspecTests::test_no_recompilations, test/dynamo/test_unspec.py::UnspecTests::test_no_recompiles, test/dynamo/test_unspec.py::UnspecTests::test_no_recompiles_prod_backward, test/dynamo/test_unspec.py::UnspecTests::test_numpy_correctness, test/dynamo/test_unspec.py::UnspecTests::test_propagate_dynamic_dim, test/dynamo/test_unspec.py::UnspecTests::test_prune_torch_check, test/dynamo/test_unspec.py::UnspecTests::test_random_call_with_while_loop, test/dynamo/test_unspec.py::UnspecTests::test_random_object, test/dynamo/test_unspec.py::UnspecTests::test_random_object_methods, test/dynamo/test_unspec.py::UnspecTests::test_random_object_overriden_methods, test/dynamo/test_unspec.py::UnspecTests::test_random_values_with_graph_break, test/dynamo/test_unspec.py::UnspecTests::test_rshift_dynamic, test/dynamo/test_unspec.py::UnspecTests::test_shape_graph_break, test/dynamo/test_unspec.py::UnspecTests::test_specializing_numpy_float_in_control_flow, test/dynamo/test_unspec.py::UnspecTests::test_split_aot_autograd, test/dynamo/test_unspec.py::UnspecTests::test_sum_dimlist_spec, test/dynamo/test_unspec.py::UnspecTests::test_sym_int_conversion, test/dynamo/test_unspec.py::UnspecTests::test_symbol_guard_limit_before_specialize, test/dynamo/test_unspec.py::UnspecTests::test_symfloat_no_replacement, test/dynamo/test_unspec.py::UnspecTests::test_symfloat_to_tensor, test/dynamo/test_unspec.py::UnspecTests::test_to_tensor, test/dynamo/test_unspec.py::UnspecTests::test_unspec_float_input, test/dynamo/test_unspec.py::UnspecTests::test_unspec_float_input_f64, test/dynamo/test_unspec.py::UnspecTests::test_unspec_float_output, test/dynamo/test_unspec.py::UnspecTests::test_unspec_float_precision, test/dynamo/test_unspec.py::UnspecTests::test_unspec_roundtrip_float_input, test/dynamo/test_unspec.py::UnspecTests::test_unspecialized_float_multiply_precision, test/dynamo/test_unspec.py::UnspecTests::test_use_and_specialize 2024-12-18T00:47:01.6281821Z 2024-12-18T00:47:01.9009662Z Running inductor/test_compiled_autograd 1/1 ... [2024-12-18 00:47:01.900385] 2024-12-18T00:47:01.9010193Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:47:01.9011737Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compiled_autograd.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:47:01.900795] 2024-12-18T00:47:05.8404424Z Running test_content_store 1/1 ... [2024-12-18 00:47:05.839800] 2024-12-18T00:47:05.8404989Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:47:05.8406085Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_content_store.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:47:05.840190] 2024-12-18T00:47:10.2143211Z 2024-12-18T00:47:10.2144658Z test_content_store 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_content_store_1.1_01755295b093b767_.log 2024-12-18T00:47:10.2148031Z Running 4 items in this shard: test/test_content_store.py::TestContentStoreCUDA::test_basic_cuda, test/test_content_store.py::TestContentStoreCUDA::test_load_tensor_cuda, test/test_content_store.py::TestContentStoreCUDA::test_repeated_hash_cuda, test/test_content_store.py::TestContentStoreCUDA::test_scalar_cuda 2024-12-18T00:47:10.2150204Z 2024-12-18T00:47:14.3634514Z Running inductor/test_cudacodecache 1/1 ... [2024-12-18 00:47:14.362857] 2024-12-18T00:47:14.3635141Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:47:14.3636373Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cudacodecache.py', '-m', 'not serial', '--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 00:47:14.363242] 2024-12-18T00:47:18.7872800Z 2024-12-18T00:47:18.7874117Z inductor/test_cudacodecache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudacodecache_1.1_6ee47cab04c3f3f6_.log 2024-12-18T00:47:18.7876040Z Running 3 items in this shard: test/inductor/test_cudacodecache.py::TestCUDACodeCache::test_async_compile, test/inductor/test_cudacodecache.py::TestCUDACodeCache::test_compilation_error, test/inductor/test_cudacodecache.py::TestCUDACodeCache::test_cuda_load 2024-12-18T00:47:18.7877271Z 2024-12-18T00:47:23.0195744Z Running test_testing 1/1 ... [2024-12-18 00:47:23.019069] 2024-12-18T00:47:23.0196168Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:47:23.0199312Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_testing.py', '-m', 'not serial', '--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 00:47:23.019459] 2024-12-18T00:47:41.9738967Z 2024-12-18T00:47:41.9740284Z test_testing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_testing_1.1_b70b7e6258821ba7_.log 2024-12-18T00:47:42.0714750Z Running 2067 items in this shard: test/test_testing.py::TestTestingCUDA::test_assertEqual_longMessage_cuda, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_bool, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_complex128, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_complex64, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_float16, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_float32, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_float64, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_int16, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_int32, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_int64, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_int8, test/test_testing.py::TestTestingCUDA::test_assertEqual_numpy_cuda_uint8, test/test_testing.py::TestTestingCUDA::test_cuda_assert_should_not_stop_common_distributed_test_suite_cuda, test/test_testing.py::TestTestingCUDA::test_cuda_assert_should_stop_common_device_type_test_suite_cuda, test/test_testing.py::TestTestingCUDA::test_cuda_assert_should_stop_common_utils_test_suite_cuda, test/test_testing.py::TestTestingCUDA::test_get_supported_dtypes_cuda, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_bool, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_float16, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_float32, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_float64, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_int16, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_int32, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_int64, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_int8, test/test_testing.py::TestTestingCUDA::test_isclose_atol_rtol_greater_than_zero_cuda_uint8, test/test_testing.py::TestTestingCUDA::test_isclose_bool_cuda, test/test_testing.py::TestTestingCUDA::test_isclose_complex_cuda_complex128, test/test_testing.py::TestTestingCUDA::test_isclose_complex_cuda_complex64, test/test_testing.py::TestTestingCUDA::test_isclose_equality_shortcut_cuda, test/test_testing.py::TestTestingCUDA::test_isclose_float_cuda_float16, test/test_testing.py::TestTestingCUDA::test_isclose_float_cuda_float32, test/test_testing.py::TestTestingCUDA::test_isclose_float_cuda_float64, test/test_testing.py::TestTestingCUDA::test_isclose_integer_cuda_int16, test/test_testing.py::TestTestingCUDA::test_isclose_integer_cuda_int32, test/test_testing.py::TestTestingCUDA::test_isclose_integer_cuda_int64, test/test_testing.py::TestTestingCUDA::test_isclose_integer_cuda_int8, test/test_testing.py::TestTestingCUDA::test_isclose_integer_cuda_uint8, test/test_testing.py::TestTestingCUDA::test_isclose_nan_equality_shortcut_cuda_complex128, test/test_testing.py::TestTestingCUDA::test_isclose_nan_equality_shortcut_cuda_complex64, test/test_testing.py::TestTestingCUDA::test_isclose_nan_equality_shortcut_cuda_float16, test/test_testing.py::TestTestingCUDA::test_isclose_nan_equality_shortcut_cuda_float32, test/test_testing.py::TestTestingCUDA::test_isclose_nan_equality_shortcut_cuda_float64, test/test_testing.py::TestTestingCUDA::test_supported_dtypes_abs_cuda, test/test_testing.py::TestFrameworkUtils::test_filtering_env_var, test/test_testing.py::TestAssertClose::test_bool, test/test_testing.py::TestAssertClose::test_default_tolerance_selection_mismatching_dtypes, test/test_testing.py::TestAssertClose::test_docstring_examples, test/test_testing.py::TestAssertClose::test_matching, test/test_testing.py::TestAssertClose::test_matching_atol, test/test_testing.py::TestAssertClose::test_matching_conjugate_bit, test/test_testing.py::TestAssertClose::test_matching_nan, test/test_testing.py::TestAssertClose::test_matching_nan_with_equal_nan, test/test_testing.py::TestAssertClose::test_matching_rtol, test/test_testing.py::TestAssertClose::test_meta, test/test_testing.py::TestAssertClose::test_mismatching_dtype, test/test_testing.py::TestAssertClose::test_mismatching_dtype_no_check, test/test_testing.py::TestAssertClose::test_mismatching_layout, test/test_testing.py::TestAssertClose::test_mismatching_layout_no_check, test/test_testing.py::TestAssertClose::test_mismatching_shape, test/test_testing.py::TestAssertClose::test_mismatching_stride, test/test_testing.py::TestAssertClose::test_mismatching_stride_no_check, test/test_testing.py::TestAssertClose::test_mismatching_types, test/test_testing.py::TestAssertClose::test_mismatching_types_subclasses, test/test_testing.py::TestAssertClose::test_mismatching_types_type_equality, test/test_testing.py::TestAssertClose::test_mismatching_values, test/test_testing.py::TestAssertClose::test_mismatching_values_atol, test/test_testing.py::TestAssertClose::test_mismatching_values_rtol, test/test_testing.py::TestAssertClose::test_none, test/test_testing.py::TestAssertClose::test_none_mismatch, test/test_testing.py::TestAssertClose::test_numpy, test/test_testing.py::TestAssertClose::test_only_atol, test/test_testing.py::TestAssertClose::test_only_rtol, test/test_testing.py::TestAssertClose::test_scalar, test/test_testing.py::TestAssertClose::test_unexpected_error_compare, test/test_testing.py::TestAssertClose::test_unexpected_error_originate, test/test_testing.py::TestAssertClose::test_unknown_layout, test/test_testing.py::TestAssertClose::test_unknown_type, test/test_testing.py::TestAssertCloseMultiDeviceCUDA::test_mismatching_device_cuda, test/test_testing.py::TestAssertCloseMultiDeviceCUDA::test_mismatching_device_no_check_cuda, test/test_testing.py::TestAssertCloseErrorMessage::test_abs_diff, test/test_testing.py::TestAssertCloseErrorMessage::test_abs_diff_scalar, test/test_testing.py::TestAssertCloseErrorMessage::test_atol, test/test_testing.py::TestAssertCloseErrorMessage::test_identifier_scalars, test/test_testing.py::TestAssertCloseErrorMessage::test_identifier_tensor_likes, test/test_testing.py::TestAssertCloseErrorMessage::test_mismatched_elements, test/test_testing.py::TestAssertCloseErrorMessage::test_msg_callable, test/test_testing.py::TestAssertCloseErrorMessage::test_msg_str, test/test_testing.py::TestAssertCloseErrorMessage::test_not_close, test/test_testing.py::TestAssertCloseErrorMessage::test_not_equal, test/test_testing.py::TestAssertCloseErrorMessage::test_rel_diff, test/test_testing.py::TestAssertCloseErrorMessage::test_rel_diff_scalar, test/test_testing.py::TestAssertCloseErrorMessage::test_rtol, test/test_testing.py::TestAssertCloseErrorMessage::test_zero_div_zero, test/test_testing.py::TestAssertCloseContainer::test_mapping_mismatching_keys, test/test_testing.py::TestAssertCloseContainer::test_mapping_mismatching_values_msg, test/test_testing.py::TestAssertCloseContainer::test_sequence_mismatching_len, test/test_testing.py::TestAssertCloseContainer::test_sequence_mismatching_values_msg, test/test_testing.py::TestAssertCloseSparseCOO::test_matching_coalesced, test/test_testing.py::TestAssertCloseSparseCOO::test_matching_uncoalesced, test/test_testing.py::TestAssertCloseSparseCOO::test_mismatching_indices_msg, test/test_testing.py::TestAssertCloseSparseCOO::test_mismatching_nnz, test/test_testing.py::TestAssertCloseSparseCOO::test_mismatching_sparse_dims, test/test_testing.py::TestAssertCloseSparseCOO::test_mismatching_values_msg, test/test_testing.py::TestAssertCloseSparseCSR::test_matching, test/test_testing.py::TestAssertCloseSparseCSR::test_mismatching_col_indices_msg, test/test_testing.py::TestAssertCloseSparseCSR::test_mismatching_crow_indices_msg, test/test_testing.py::TestAssertCloseSparseCSR::test_mismatching_values_msg, test/test_testing.py::TestAssertCloseSparseCSC::test_matching, test/test_testing.py::TestAssertCloseSparseCSC::test_mismatching_ccol_indices_msg, test/test_testing.py::TestAssertCloseSparseCSC::test_mismatching_row_indices_msg, test/test_testing.py::TestAssertCloseSparseCSC::test_mismatching_values_msg, test/test_testing.py::TestAssertCloseSparseBSR::test_matching, test/test_testing.py::TestAssertCloseSparseBSR::test_mismatching_col_indices_msg, test/test_testing.py::TestAssertCloseSparseBSR::test_mismatching_crow_indices_msg, test/test_testing.py::TestAssertCloseSparseBSR::test_mismatching_values_msg, test/test_testing.py::TestAssertCloseSparseBSC::test_matching, test/test_testing.py::TestAssertCloseSparseBSC::test_mismatching_ccol_indices_msg, test/test_testing.py::TestAssertCloseSparseBSC::test_mismatching_row_indices_msg, test/test_testing.py::TestAssertCloseSparseBSC::test_mismatching_values_msg, test/test_testing.py::TestAssertCloseQuantized::test_matching_per_channel, test/test_testing.py::TestAssertCloseQuantized::test_matching_per_tensor, test/test_testing.py::TestAssertCloseQuantized::test_mismatching_is_quantized, test/test_testing.py::TestAssertCloseQuantized::test_mismatching_qscheme, test/test_testing.py::TestMakeTensorCUDA::test_exclude_zero_cuda_bfloat16, test/test_testing.py::TestMakeTensorCUDA::test_exclude_zero_cuda_bool, test/test_testing.py::TestMakeTensorCUDA::test_exclude_zero_cuda_complex128, test/test_testing.py::TestMakeTensorCUDA::test_exclude_zero_cuda_complex32, test/test_testing.py::TestMakeTensorCUDA::test_exclude_zero_cuda_complex64, test/test_testing.py::TestMakeTensorCUDA::test_exclude_zero_cuda_float16, test/test_testing.py::TestMakeTensorCUDA::test_exclude_zero_cuda_float32, test/test_testing.py::TestMakeTensorCUDA::test_exclude_zero_cuda_float64, test/test_testing.py::TestMakeTensorCUDA::test_exclude_zero_cuda_int16, test/test_testing.py::TestMakeTensorCUDA::test_exclude_zero_cuda_int32, test/test_testing.py::TestMakeTensorCUDA::test_exclude_zero_cuda_int64, test/test_testing.py::TestMakeTensorCUDA::test_exclude_zero_cuda_int8, test/test_testing.py::TestMakeTensorCUDA::test_exclude_zero_cuda_uint8, test/test_testing.py::TestMakeTensorCUDA::test_low_ge_high_low_high0_value_types0_cuda_bfloat16, test/test_testing.py::TestMakeTensorCUDA::test_low_ge_high_low_high0_value_types0_cuda_bool, test/test_testing.py::TestMakeTensorCUDA::test_low_ge_high_low_high0_value_types0_cuda_complex128, test/test_testing.py::TestMakeTensorCUDA::test_low_ge_high_low_high0_value_types0_cuda_complex32, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cos_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cosh_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_count_nonzero_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cov_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cross_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cummax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cummin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cumprod_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_cumsum_cuda_float32, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_digamma_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_dist_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_div_floor_rounding_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_div_no_rounding_mode_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_div_trunc_rounding_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_dot_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_double_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_dsplit_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_dstack_cuda_float32, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_erfinv_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_exp2_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_exp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_expand_as_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_expand_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_expand_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_expm1_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_exponential_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_eye_cuda_float32, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_ifftn_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_ifftshift_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_ihfft2_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_ihfft_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_ihfftn_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_irfft2_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_irfft_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_irfftn_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fft_rfft2_cuda_float32, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_floor_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_floor_divide_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fmax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fmin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_fmod_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_frac_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_frexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_full_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_full_like_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_gather_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_gcd_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_ge_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_geometric_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_geqrf_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_gradient_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_grid_sampler_2d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_gt_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_half_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_heaviside_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_histc_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_hsplit_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_hstack_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_hypot_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_i0_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_igamma_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_igammac_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_imag_cuda_complex64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_add_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_fill_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_put_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_reduce_amax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_reduce_amin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_reduce_mean_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_reduce_prod_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_index_select_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_inner_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_int_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isclose_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isfinite_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isinf_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isnan_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isneginf_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isposinf_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_isreal_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_istft_cuda_complex64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_item_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_jiterator_2inputs_2outputs_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_jiterator_4inputs_with_extra_args_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_jiterator_binary_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_jiterator_binary_return_by_ref_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_jiterator_unary_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_kron_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_kthvalue_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lcm_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_ldexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_le_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lerp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lgamma_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_cholesky_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_cholesky_ex_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_cond_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_cross_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_det_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_det_singular_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_diagonal_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_eig_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_eigh_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_eigvals_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_eigvalsh_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_householder_product_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_inv_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_inv_ex_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_ldl_factor_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_ldl_factor_ex_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_ldl_solve_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_lstsq_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_lstsq_grad_oriented_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_lu_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_lu_factor_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_lu_factor_ex_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_lu_solve_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_matrix_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_matrix_power_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_matrix_rank_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_matrix_rank_hermitian_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_multi_dot_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_norm_subgradients_at_zero_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_pinv_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_pinv_hermitian_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_pinv_singular_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_qr_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_slogdet_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_solve_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_solve_ex_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_solve_triangular_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_svd_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_svdvals_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_tensorinv_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_tensorsolve_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_vander_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_vecdot_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linalg_vector_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linspace_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_linspace_tensor_overload_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log10_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log1p_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log2_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log_normal_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log_softmax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_log_softmax_with_dtype_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logaddexp2_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logaddexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logcumsumexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logdet_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logical_and_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logical_not_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logical_or_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logical_xor_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logit_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logspace_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logspace_tensor_overload_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_logsumexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_long_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lt_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lu_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lu_solve_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_lu_unpack_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mH_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mT_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_amax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_amin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_argmax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_argmin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_cumprod_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_cumsum_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_fill_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_log_softmax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_logaddexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_logsumexp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_mean_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_median_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_normalize_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_prod_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_scatter_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_select_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_softmax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_softmin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_std_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_sum_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_masked_var_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_matmul_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_matrix_exp_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_max_binary_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_max_pool2d_with_indices_backward_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_max_reduction_no_dim_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_max_reduction_with_dim_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_maximum_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mean_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_median_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_meshgrid_list_of_tensors_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_meshgrid_variadic_tensors_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_min_binary_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_min_reduction_no_dim_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_min_reduction_with_dim_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_minimum_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mode_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_movedim_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_msort_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mul_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_multinomial_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mv_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nan_to_num_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nanmean_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nanmedian_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nanquantile_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nansum_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_narrow_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_narrow_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_native_batch_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_native_dropout_backward_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_native_layer_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_ne_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_neg_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_new_empty_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_new_empty_strided_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_new_full_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_new_ones_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_new_zeros_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nextafter_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_alpha_dropout_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_avg_pool1d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_avg_pool2d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_avg_pool3d_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_batch_norm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_bilinear_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_binary_cross_entropy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_nn_functional_binary_cross_entropy_with_logits_cuda_float32, 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test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sigmoid_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sign_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_signal_windows_bartlett_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_signal_windows_blackman_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_signal_windows_cosine_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_signal_windows_exponential_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_signal_windows_gaussian_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_signal_windows_general_cosine_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_signal_windows_general_hamming_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_signal_windows_hamming_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_signal_windows_hann_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_signal_windows_kaiser_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_signal_windows_nuttall_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_signbit_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sin_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sinc_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sinh_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_slice_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_slice_scatter_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_softmax_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_softmax_with_dtype_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sort_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sparse_mm_reduce_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sparse_sampled_addmm_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_airy_ai_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_bessel_j0_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_bessel_j1_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_bessel_y0_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_bessel_y1_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_chebyshev_polynomial_t_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_chebyshev_polynomial_u_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_chebyshev_polynomial_v_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_chebyshev_polynomial_w_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_entr_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_erfcx_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_hermite_polynomial_h_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_hermite_polynomial_he_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_i0e_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_i1_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_i1e_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_laguerre_polynomial_l_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_legendre_polynomial_p_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_log_ndtr_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_modified_bessel_i0_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_modified_bessel_i1_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_modified_bessel_k0_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_modified_bessel_k1_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_ndtr_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_ndtri_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_scaled_modified_bessel_k0_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_scaled_modified_bessel_k1_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_spherical_bessel_j0_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_xlog1py_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_special_zeta_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_split_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_split_list_args_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_split_with_sizes_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_split_with_sizes_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sqrt_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_square_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_squeeze_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_squeeze_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_squeeze_multiple_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_stack_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_std_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_std_mean_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_std_mean_unbiased_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_std_unbiased_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_stft_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sub_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sum_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_sum_to_size_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_svd_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_svd_lowrank_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_t_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_t_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_take_along_dim_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_take_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tan_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tanh_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tensor_split_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tensordot_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tile_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_to_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_to_sparse_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_topk_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_torch_ops_aten__flash_attention_forward_cuda_float16, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_trace_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_transpose_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_transpose_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_trapezoid_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_trapz_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_triangular_solve_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tril_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_tril_indices_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_triu_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_triu_indices_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_true_divide_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_trunc_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unbind_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unflatten_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unfold_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unfold_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_uniform_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unique_consecutive_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unique_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unravel_index_cuda_int64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unsafe_chunk_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unsafe_split_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unsqueeze_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_unsqueeze_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_var_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_var_mean_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_var_mean_unbiased_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_var_unbiased_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_vdot_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_view_as_complex_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_view_as_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_view_as_real_cuda_complex64, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_view_copy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_view_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_vsplit_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_vstack_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_where_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_xlogy_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_zero__cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_zeros_cuda_float32, test/test_testing.py::TestOpInfoSampleFunctionsCUDA::test_opinfo_sample_generators_zeros_like_cuda_float32 2024-12-18T00:47:42.1644409Z 2024-12-18T00:47:46.1732910Z Running inductor/test_triton_extension_backend 1/1 ... [2024-12-18 00:47:46.172679] 2024-12-18T00:47:46.1733559Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:47:46.1734849Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_extension_backend.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:47:46.173092] 2024-12-18T00:47:56.0591378Z 2024-12-18T00:47:56.0593181Z inductor/test_triton_extension_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_extension_backend_1.1_3c5bb1bd8901ddfa_.log 2024-12-18T00:47:56.0595613Z Running 1 items in this shard: test/inductor/test_triton_extension_backend.py::TritonExtensionBackendTests::test_open_device_registration 2024-12-18T00:47:56.0596699Z 2024-12-18T00:48:00.2157166Z Running inductor/test_extension_backend 1/1 ... [2024-12-18 00:48:00.215174] 2024-12-18T00:48:00.2157684Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:48:00.2159588Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_extension_backend.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:48:00.215596] 2024-12-18T00:48:09.6524549Z 2024-12-18T00:48:09.6525823Z inductor/test_extension_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_extension_backend_1.1_f22434997650df55_.log 2024-12-18T00:48:09.6527486Z Running 1 items in this shard: test/inductor/test_extension_backend.py::ExtensionBackendTests::test_open_device_registration 2024-12-18T00:48:09.6528060Z 2024-12-18T00:48:13.8474667Z Running functorch/test_eager_transforms 1/1 ... [2024-12-18 00:48:13.846883] 2024-12-18T00:48:13.8475327Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:48:13.8476821Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_eager_transforms.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:48:13.847254] 2024-12-18T00:48:20.2254470Z 2024-12-18T00:48:20.2255836Z functorch/test_eager_transforms 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_eager_transforms_1.1_f1a0d3a6bb33578d_.log 2024-12-18T00:48:20.2432089Z Running 354 items in this shard: test/functorch/test_eager_transforms.py::TestSliceArgnums::test_argnums_reorders, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_duplicate_argnums, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_flat_args_with_negative_int_argnum, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_flat_args_with_positive_int_argnum, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_flat_args_with_tuple_argnum, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_invalid_argnum_type, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_not_enough_argnums, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_out_of_bounds_argnum_values, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_pytree_args, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_buffer_tying, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_combine_state_for_ensemble_error, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_combine_state_for_ensemble_smoke, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_correctness_mnist_mechanism_functional_call, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_correctness_mnist_mechanism_make_functional, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_disable_autograd_tracking_disable_autograd_tracking_False, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_disable_autograd_tracking_disable_autograd_tracking_True, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_make_functional_state_correctly_returned_after_forward_mechanism_functional_call, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_make_functional_state_correctly_returned_after_forward_mechanism_make_functional, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_parameter_tying, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_parameter_tying_ensemble, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_parameter_tying_grad, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_stack_module_state_error, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_stack_module_state_leaf, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_stack_module_state_mismatch_error, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_stack_module_state_smoke, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_using_detach_functional_call_detach_params_False, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_using_detach_functional_call_detach_params_True, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_with_buffers_disable_autograd_tracking_disable_autograd_tracking_False, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_with_buffers_disable_autograd_tracking_disable_autograd_tracking_True, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_advanced_indexing_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_argnums_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_composed_with_autograd_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_composite_complicated_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_composite_simple_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_composite_two_ops_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_conj_bit_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_dtype_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_escaped_wrappers_are_ignored_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_escaped_wrappers_are_marked_as_dead_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_fn_with_kwargs_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_functional_init_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_functional_init_with_buffers_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_grad_aux_pytree_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_grad_aux_tensor_cuda, 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test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_dynamo_boxed, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_dynamo_flaky_segfault, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_free_activation_memory, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_free_activation_memory_subclass, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_graph_break_custom_op, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_implicit_add, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_inplace_grad_update, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_inputs_aliasing_bytecode_attr_mutations, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_inputs_aliasing_bytecode_stack_restore, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_issue106555, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_keep_graph_simple, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_keep_graph_usage_after_compiled, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_logging_tensor_flaky, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_logs, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_mismatch_fake_tensor_mode, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_mismatch_fake_tensor_mode_dynamic_shape, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_multiple_torch_compile, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_no_output_nodes_all_leaves, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_no_output_nodes_different_leaves_will_recompile, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_no_output_nodes_some_leaves, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_non_traceable_autograd_cpp_node, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_output_nodes_all_leaves, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_output_nodes_some_leaves, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reentrant_checkpointing, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_acc_grad, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_all_bwd_hooks, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_multi_post_hooks, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_multi_pre_hooks, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_multi_tensor_pre_hooks, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_post_hook1, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_post_hook2, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_post_hook3, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_saved_tensor_unpack_hook_ordering, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_tensor_grad_hook1, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_tensor_grad_hook2, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_tensor_grad_hook3, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_torch_compile, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_torch_compile_api_aot_eager, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_torch_compile_api_dynamic_shapes, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_torch_compile_api_eager, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_torch_compile_api_inductor, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_torch_compile_graph_break, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_torch_compile_graph_break2, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_torch_compile_only_backward_call, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_trace_auto_functionalized, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_trace_auto_functionalized_v2, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_trace_run_with_rng_state, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_verbose_logs_aot_dispatcher_nodes, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_verbose_logs_aot_dispatcher_nodes_hop, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_verbose_logs_aot_id, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_verbose_logs_cpp, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_verbose_logs_graph, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_verbose_logs_snapshot, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_access_saved_tensor_twice_without_recomputation_works, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_accumulate_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_accumulate_grad_posthooks_can_observe_tensor_prehook, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_accumulate_grad_posthooks_should_not_execute, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_accumulate_grad_tensor_reference, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_accumulate_grad_with_zero_numel_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_anomaly_assign_parent_cleanup, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_anomaly_detect_nan, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_anomaly_grad_warnings, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_anomaly_mode_no_check_nan, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_attribute_deletion, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_autograd_inplace_view_of_view, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_autograd_inplace_views_creation_meta, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_autograd_inplace_views_cross_dtype, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_autograd_multiple_views_python, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_autograd_node_isinstance, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_autograd_print_tensor, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_autograd_python_custom_function_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_autograd_simple_views_python, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_autograd_views_codegen, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_badcalls, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_copy, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_create_graph_warns, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_hook_relative_ordering, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_no_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_to_node, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_twice_retained_graph_with_saved_values, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_twice_retained_graph_without_saved_values, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_twice_with_saved_values, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_twice_without_saved_values, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_with_inputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_with_nonleaf_inputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_calculate_shape_util, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_callback_adds_callback, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_callback_propagates_errors_from_device_thread, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_cant_create_saved_tensors, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpoint_detects_non_determinism, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpoint_sequential_warns_if_use_reentrant_not_passed_explcitly, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpoint_valid_reset_on_error, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpoint_warns_if_use_reentrant_not_passed_explcitly, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_non_reentrant_autocast_cpu, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_non_reentrant_autocast_gpu, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_arbitrary_input_output, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_correct_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_custom_function_works, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_dataparallel, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_detached_tensor_use_reentrant_False, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_detached_tensor_use_reentrant_True, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_input_requires_grad_False, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_input_requires_grad_True, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_memory_savings, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_parameter_used_in_an_out, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_saved_object_identity, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_with_context_fn, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_copy_slices_graph_task_updates, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_create_graph_and_full_backward_hook_cycle, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_current_graph_task_execution_order, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_current_graph_task_id, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_current_node, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_autograd_no_early_free, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_autograd_repeated_grad_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_cycle, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_error, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_exception, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_forward_mode_forward_is_no_op, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_forward_mode_inplace_checks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_forward_mode_non_differentiable, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_forward_mode_non_tensor_before_tensor_args, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_forward_mode_view_checks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_forward_mode_wrong_formula, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_local_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_mark_dirty_not_differentiable, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_no_tensors, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_non_tensor_inputs_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_preserve_torch_function_when_return_as_is, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_return_view_in_nograd, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_save_for_forward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_saved_tensors, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_setup_context_multi_input, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_setup_context_multi_output, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_setup_context_simple, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_vmap_defaults, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_deep_reentrant, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_default_saved_tensors_hooks_double_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_dep_nograd, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_dependent_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_detach, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_detach_base, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_detach_then_inplace_raises_in_autograd, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_diagonal_expanded_v, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_dir, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_disabling_saved_tensor_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_disabling_saved_tensor_hooks_nested, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_dont_materialize_grads, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_duplicate_backward_root, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_enable_grad_decorator_no_paren, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_first_grad_fn_access_in_no_grad_mode, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_free_deep_graph, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_free_deep_graph_complicated, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_free_deep_graph_pyfunction, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_full_backward_hook_double_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_function, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_function_returns_input, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_function_returns_undefined_tensor, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gc_in_destructor, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_badcalls, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_batched_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_empty_inputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_fn_attr_bindings, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_fn_badcalls, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_fn_input_metadata, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_fn_prehooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_fn_prehooks_multiple_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_fn_prehooks_remove_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_materialize_grads, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_mode_class_decoration, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_mode_restored_reentrant, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_nonleaf, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_nonleaf_many_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_nonleaf_register_hook, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_to_node, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_to_node_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_to_node_materialize, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_to_node_multi, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_to_node_set, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_unreachable, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_unreachable_discovery, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_backward_mul_by_grad_output, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_check_batched_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_check_forward_or_backward_only, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_check_no_differentiable_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_complex_non_complex_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_custom_error, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_default_device_placement_context, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_dense_and_sparse_inputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_forward_ad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_forward_ad_batched_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_forward_ad_respects_requires_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_forward_ad_runs_with_no_requires_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_get_analytical_jacobian, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_get_numerical_jacobian, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_input_layout0, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_input_layout1, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_input_layout2, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_input_layout3, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_input_layout4, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_jacobian_mismatch, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_multiple_mkldnn_inputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_nondeterministic, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_output_shape_or_dtype_depend_on_values, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_single_input, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_test_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_undefined_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_validates_input_mkldnn, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_validates_inputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradient_edge_output, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_graph_save_on_cpu, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_graph_save_on_cpu_cuda, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hessian_vector, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hook_closure_cycle_use_custom_function_False_use_tensor_hook_False, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hook_closure_cycle_use_custom_function_False_use_tensor_hook_True, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hook_closure_cycle_use_custom_function_True_use_tensor_hook_False, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hook_closure_cycle_use_custom_function_True_use_tensor_hook_True, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hook_edge_case_when_called_with_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hook_none, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hook_with_no_name, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hooks_cpp, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_increment_version, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_index_backward_does_not_save_tensor, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_indexing, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_indexing_duplicates, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_inplace_not_requires_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_inplace_on_view_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_inplace_on_view_leaf_errors, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_inplace_on_view_saved_output, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_inplace_on_view_weak_grad_fn, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_input_buffer_accum, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_integer_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_invalid_gradients, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_isolated_node, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_leaf_assignment, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_legacy_function_deprecation_exception, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_lobpcg, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_mark_non_differentiable, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_mark_non_differentiable_mixed, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_mark_non_differentiable_none, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_materialize_grads, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_multi_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_multi_backward_no_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_multi_grad_all_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_multi_grad_any_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_multi_grad_hooks_invalid_mode, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_multiple_insert_removal_caching, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_named_tensor_for_complex_views, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_naughty_anomaly_access, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_naughty_autograd_function_attribute_access, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_naughty_autograd_function_stashing_ctx, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_nested_anomaly_detect_nan, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_nested_anomaly_printstack_cleanup, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_next_functions, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_grad_assignment, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_grad_copy, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_grad_copy_sparse, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_grad_input, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_grad_modifies_version, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_grad_python_function, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_requires_grad_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_unnecessary_save, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_unnecessary_unwrapping, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_node_ordering_when_none_returned, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_node_post_hook_registered_during_unpack_hook, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_not_implemented_fwad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_not_implemented_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_numpy_requires_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_once_differentiable, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_out_variant_raises_when_inputs_require_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_pack_hook_with_inplace_modification_should_fail, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_pickle, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_post_accumulate_grad_hook_e2e, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_post_accumulate_grad_hook_gets_cleaned_up, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_post_accumulate_grad_hook_multiple_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_post_accumulate_grad_hook_multiple_tensors, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_post_accumulate_grad_hook_on_non_leaf, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_post_accumulate_grad_hook_ordering, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_post_accumulate_grad_hook_returns_not_None, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_pow_zero_tensor_gradient, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_power_function, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_prehook_ordering, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler_aggregation_fake, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler_aggregation_lstm, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler_aggregation_table, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler_function_event_avg, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler_propagation, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler_seq_nr, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler_shapes, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler_unboxed_only, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_pynode_destruction_deadlock, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_record_function, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_record_function_callbacks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_record_function_legacy, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_record_function_multithreaded, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_reentrant_child_error, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_reentrant_priority, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_reentrant_with_callbacks_both_depths, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_reentrant_with_callbacks_depth_0, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_reentrant_with_callbacks_depth_1, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_reentrant_with_leaf_variable_hook, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_reentrant_with_non_leaf_variable_hook, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_requires_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_requires_grad_, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_requires_grad_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_retain_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_retain_grad_cycle, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_retain_grad_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_retain_grad_inplace_over_view, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_retains_grad_can_always_observe_tensor_prehook, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_retains_grad_inplace_multiple_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_return_duplicate, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_return_duplicate_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_return_leaf, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_return_leaf_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_save_none_for_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_save_on_cpu_and_checkpoint, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_save_output_nr, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_tensor_hooks_custom_error_propagation, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_tensor_hooks_custom_function_intermediates, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_tensor_hooks_extra_enter_during_bw_no_leak, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_tensor_hooks_extra_exit_during_bw_no_crash, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_tensors_hook_version_counter_not_shared, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_variable_packing_unpacking_did_not_save_original_with_default_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_variable_packing_unpacking_did_not_save_original_with_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_variable_packing_unpacking_saved_original_with_default_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_variable_packing_unpacking_saved_original_with_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_variable_saved_original_inplace_detach, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_variable_version_counter, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_variables_deprecated, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saving_variable_to_disk, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_scalar_grad_mixed_device, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_select_expanded_v, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_select_sum, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_data_preserve_pyobj, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_data_self_requires_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_data_tensorimpl_type, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_grad_coroutines, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_grad_coroutines_benign_exceptions, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_grad_coroutines_critical_exceptions, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_grad_coroutines_exit, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_grad_enabled, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_grad_enabled_wraps, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_grad_generator_functions, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_grad_generator_functions_recursive, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_materialize_non_diff_grads, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_setitem, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_setitem_mask, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_setting_default_saved_variable_hooks_twice_should_not_fail, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_setting_default_saved_variable_hooks_twice_should_use_inner, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_setup_context_when_forward_has_default_args, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_shape, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_sharded_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_simple_reentrant, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_slice_expanded_v, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_sparse_gather_both_scalar, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_sparse_gather_dim0, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_sparse_gather_dim1, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_sparse_gather_dim_neg, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_sparse_gather_ind_scalar, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_sparse_gather_x_scalar, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_sparse_mm_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_tensor_grad_warnings, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_tensor_hooks_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_tensor_hooks_inplace_multiple_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_tensor_hooks_inplace_over_view, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_thread_shutdown, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_to_sparse_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_too_many_grads, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_type_conversions, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_unpack_hooks_exec_count, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_unrelated_inputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_unsafe_set_version_counter, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_unused_output, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_var_mean_differentiable, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_variable_traverse, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_version_counter, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_view_func_replay, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_view_func_replay_with_modified_state, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_view_replay_enabled, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_volatile_deprecated, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_will_engine_execute_node, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_wrapped_number_saved_tensors_hooks, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_abstract_impl_on_existing_op, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_abstract_impl_on_existing_op_with_CompositeExplicitAutograd, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_abstract_impl_on_existing_op_with_CompositeImplicitAutograd, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_abstract_impl_on_existing_op_with_meta, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_autogen_aten_ops_are_pt2_compliant, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_autograd_function_backed_op, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_autograd_notimplemented, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_autograd_notimplemented_gradmode, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_dict_grad_for_nontensor, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_dict_invalid_keys, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_dict_requires_keys_for_input_optional_tensors, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_dict_requires_keys_for_input_tensors, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_grads_are_tensor_or_none, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_impl_on_existing_op, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_impl_on_existing_op_CompositeImplicitAutograd, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_impl_on_existing_op_incorrect_schema_mutable, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_impl_on_existing_op_incorrect_schema_no_output, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_impl_on_existing_op_incorrect_schema_views, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_impl_on_existing_op_with_key_key_Autograd, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_impl_on_existing_op_with_key_key_AutogradCPU, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_impl_on_existing_op_with_key_key_AutogradCUDA, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_output_differentiability_non_tensor, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_output_differentiability_numel, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_output_differentiability_tensorlist, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_output_differentiability_type, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_partially_registered, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_returns_dict, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_tensorlist_input_requires_list_grads, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_tensorlist_input_requires_list_grads_none_or_Tensor, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_tensorlist_input_requires_list_grads_with_same_numel, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_basic_make_fx, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_builtin_aten_ops_are_pt2_compliant, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_builtin_torchscript_ops, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_data_dependent_basic, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_data_dependent_compile, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_data_dependent_fake_tracing, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_data_dependent_nms_dynamic_compile, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_define_and_impl, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_define_bad_schema, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_define_validation, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_define_with_tags_list, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_define_with_tags_single, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_define_with_tags_tuple, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_defined_in_python, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_deploy_interaction, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_duplicate_impl, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_functionalize_error, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_abstract_overload, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_cpu, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_device_cpu, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_device_cuda, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_device_function, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_device_invalid, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_function, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_invalid_devices, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_meta, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_multiple, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_on_existing_op, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_on_existing_op_with_cpu_registration_key_CPU, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_on_existing_op_with_cpu_registration_key_CUDA, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_on_existing_op_with_cpu_registration_key_CompositeExplicitAutograd, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_on_existing_op_with_cpu_registration_key_CompositeImplicitAutograd, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_separate, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_incorrect_schema_types, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_infer_schema_no_return, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_infer_schema_supported, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_infer_schema_unsupported, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_invalid_qualname, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_invalid_schemas, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_is_functional_schema, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_is_tensorlist_like_type, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_legacy_define, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_legacy_impl, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_lifetime, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_meta_for_data_dependent_shape_operation, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_name_must_match, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_new_data_dependent_symint, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_not_implemented_error, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_private_ctor, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_reserved_ns, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_resolve_packet, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_save_for_backward_inputs_are_namedtuple, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_schema_matches_signature, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_sequences, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_supported_param_types, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_supported_return_types_multi_return, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_supported_return_types_single_return, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_supported_schemas, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_symints, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_unsupported_param_types, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_unsupported_schemas 2024-12-18T00:48:23.8484888Z 2024-12-18T00:48:24.4249832Z Running test_nestedtensor 1/1 ... [2024-12-18 00:48:24.424368] 2024-12-18T00:48:24.4250290Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:48:24.4252250Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_nestedtensor.py', '-m', 'not serial', '--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 00:48:24.424803] 2024-12-18T00:48:28.0411888Z Running inductor/test_aot_inductor_arrayref 1/1 ... [2024-12-18 00:48:28.040629] 2024-12-18T00:48:28.0412659Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:48:28.0417983Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor_arrayref.py', '-m', 'not serial', '--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 00:48:28.041320] 2024-12-18T00:48:33.3578211Z 2024-12-18T00:48:33.3579259Z test_nestedtensor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_nestedtensor_1.1_df7ce437d2c92b79_.log 2024-12-18T00:48:33.4428644Z Running 1573 items in this shard: test/test_nestedtensor.py::TestNestedTensor::test_2d_nested_tensor_batch_size_2_max_seq_len_3_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_2d_nested_tensor_batch_size_2_max_seq_len_3_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_2d_nested_tensor_batch_size_2_max_seq_len_5_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_2d_nested_tensor_batch_size_2_max_seq_len_5_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_2d_nested_tensor_batch_size_4_max_seq_len_3_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_2d_nested_tensor_batch_size_4_max_seq_len_3_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_2d_nested_tensor_batch_size_4_max_seq_len_5_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_2d_nested_tensor_batch_size_4_max_seq_len_5_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_batch_size_2_max_seq_len_3_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_batch_size_2_max_seq_len_3_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_batch_size_2_max_seq_len_5_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_batch_size_2_max_seq_len_5_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_batch_size_4_max_seq_len_3_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_batch_size_4_max_seq_len_3_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_batch_size_4_max_seq_len_5_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_batch_size_4_max_seq_len_5_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_2_max_seq_len_3_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_2_max_seq_len_3_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_2_max_seq_len_5_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_2_max_seq_len_5_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_4_max_seq_len_3_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_4_max_seq_len_3_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_4_max_seq_len_5_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_4_max_seq_len_5_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_cat, test/test_nestedtensor.py::TestNestedTensor::test_copy_, test/test_nestedtensor.py::TestNestedTensor::test_default_nested_tensor, test/test_nestedtensor.py::TestNestedTensor::test_dim, test/test_nestedtensor.py::TestNestedTensor::test_fill_, test/test_nestedtensor.py::TestNestedTensor::test_is_contiguous, test/test_nestedtensor.py::TestNestedTensor::test_like_functions_ones_like, test/test_nestedtensor.py::TestNestedTensor::test_like_functions_randn_like, test/test_nestedtensor.py::TestNestedTensor::test_like_functions_zeros_like, test/test_nestedtensor.py::TestNestedTensor::test_nested_namespace, test/test_nestedtensor.py::TestNestedTensor::test_nested_tensor, test/test_nestedtensor.py::TestNestedTensor::test_nested_tensor_matching_dim, test/test_nestedtensor.py::TestNestedTensor::test_numel, test/test_nestedtensor.py::TestNestedTensor::test_repr_string, test/test_nestedtensor.py::TestNestedTensor::test_size, test/test_nestedtensor.py::TestNestedTensor::test_size_dim, test/test_nestedtensor.py::TestNestedTensor::test_stride, test/test_nestedtensor.py::TestNestedTensor::test_to, test/test_nestedtensor.py::TestNestedTensor::test_to_padded_tensor_on_empty_tensor, test/test_nestedtensor.py::TestNestedTensor::test_unbind_0, test/test_nestedtensor.py::TestNestedTensor::test_unbind_1, test/test_nestedtensor.py::TestNestedTensor::test_unbind_3, test/test_nestedtensor.py::TestNestedTensor::test_unbind_4, test/test_nestedtensor.py::TestNestedTensor::test_unbind_dim, test/test_nestedtensor.py::TestNestedTensor::test_zero_, test/test_nestedtensor.py::TestNestedInt::test_comparisons, test/test_nestedtensor.py::TestNestedInt::test_with_factor, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_binary_ops_with_scalar_eq_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_binary_ops_with_scalar_ge_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_bmm_cpu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_bmm_cpu_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_bmm_cuda_cuda_bfloat16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_bmm_cuda_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_bmm_cuda_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_bmm_cuda_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_bmm_noncontiguous_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_bmm_noncontiguous_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_clone_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_clone_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_contiguous_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_contiguous_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_detach_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_detach_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_detach_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_device_checks_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_dropout_jagged_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_dropout_jagged_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_dropout_noncontiguous_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_dropout_noncontiguous_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_dropout_strided_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_dropout_strided_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_embedding_jagged_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_embedding_strided_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_empty_like_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_empty_like_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_empty_like_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_layer_norm_breaking_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_layer_norm_breaking_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_layer_norm_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_layer_norm_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_linear_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_linear_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_linear_noncontiguous_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_linear_noncontiguous_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_masked_fill_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_masked_fill_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_masked_fill_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_matmul_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_matmul_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_matmul_noncontiguous_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_matmul_noncontiguous_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_matmul_nt_with_broadcasted_t_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_matmul_nt_with_broadcasted_t_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_matmul_with_bmm_path_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_matmul_with_bmm_path_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_narrow_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_narrow_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_narrow_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_masked_select_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_add_in_place_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_add_in_place_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_add_transpose_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_add_transpose_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_add_transpose_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_add_transpose_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_chunk_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_chunk_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_chunk_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_dense_elementwise_embedding_dim_128_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_dense_elementwise_embedding_dim_128_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_dense_elementwise_embedding_dim_256_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_dense_elementwise_embedding_dim_256_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_dense_elementwise_embedding_dim_384_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_dense_elementwise_embedding_dim_384_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_dense_elementwise_embedding_dim_8_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_dense_elementwise_embedding_dim_8_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_div_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_div_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_indexing_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_indexing_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_indexing_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_indexing_noncontiguous_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_indexing_noncontiguous_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_indexing_noncontiguous_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_mul_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_mul_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_mul_in_place_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_mul_in_place_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_split_with_sizes_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_split_with_sizes_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_split_with_sizes_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_sub_transpose_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_sub_transpose_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_sub_transpose_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_sub_transpose_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_sum_dim_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_reshape_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_reshape_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_reshape_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_scaled_dot_product_attention_input_dim_3_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_scaled_dot_product_attention_input_dim_4_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_False_weights_only_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_False_weights_only_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_False_weights_only_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_False_weights_only_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_False_weights_only_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_False_weights_only_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_True_weights_only_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_True_weights_only_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_True_weights_only_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_True_weights_only_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_True_weights_only_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_True_weights_only_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_softmax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_softmax_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_softmax_noncontiguous_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_softmax_noncontiguous_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_squeeze_unsqueeze_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_squeeze_unsqueeze_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_squeeze_unsqueeze_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_dim2_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_dim2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_dim2_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_dim3_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_dim3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_dim3_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_dim4_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_dim4_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_dim4_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_noncontiguous_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_noncontiguous_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_noncontiguous_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_output_size_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_output_size_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_simple_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_simple_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_zero_numel_errors_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_zero_numel_errors_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_zero_numel_errors_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_then_from_padded_tensor_no_transform0213_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_transpose_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_transpose_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_transpose_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_transpose_inference_mode_interaction_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_transpose_inference_mode_interaction_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_transpose_inference_mode_interaction_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_abs__cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_abs_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_cos_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_gelu__cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_gelu_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_isinf_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_isnan_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_isneginf_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_isposinf_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_logical_not_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_neg_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_relu__cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_relu_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_sgn_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_silu__cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_silu_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_sin_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_sqrt_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_tanh__cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_tanh_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unbind_noncontiguous_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unbind_noncontiguous_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unbind_noncontiguous_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_view_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_view_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_view_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_view_inference_mode_interaction_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_view_inference_mode_interaction_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_view_inference_mode_interaction_cuda_float64, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_abs_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_accumulate_grad_different_strides_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_as_nested_tensor_propagates_gradients_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_backward_add_strided_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_backward_for_add_op_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_backward_for_sub_op_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_backward_sub_strided_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_dropout_backward_jagged_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_dropout_backward_strided_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_gelu_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_indexing_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_5d_size_128_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_5d_size_2_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_5d_size_32_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_5d_size_4_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_edge_case_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_1023_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_1024_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_128_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_256_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_2_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_32_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_4_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_512_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_513_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_masked_fill_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_bmm_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_bmm_gradcheck_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_from_list_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_from_mask_and_to_padded_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_from_padded_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_from_padded_fused_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_generates_leaf_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_linear_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_linear_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_linear_plus_transpose_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_matmul_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_matmul_gradcheck_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_reshape_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_reshape_gradcheck_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_softmax_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_squeeze_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_squeeze_gradcheck_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_to_padded_tensor_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_transpose_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_transpose_gradcheck_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_unsqueeze_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_unsqueeze_gradcheck_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_relu_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_selu_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_set_requires_grad_from_list_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_set_requires_grad_from_mask_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_split_with_sizes_flow_through_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_to_buffer_series_ops_grad_with_broadcast_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_unbind_flow_through_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_values_grad_with_broadcast_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_apply__cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_False_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_False_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_False_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_False_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_False_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_False_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_True_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_True_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_True_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_True_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_True_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_True_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_False_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_False_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_False_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_False_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_False_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_False_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_True_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_True_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_True_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_True_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_True_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_True_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_jagged_requires_grad_False_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_jagged_requires_grad_False_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_jagged_requires_grad_False_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_jagged_requires_grad_False_contiguous_True_cuda_float16, 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test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_strided_requires_grad_False_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_strided_requires_grad_False_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_strided_requires_grad_True_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_strided_requires_grad_True_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_strided_requires_grad_True_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_strided_requires_grad_True_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_strided_requires_grad_True_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_strided_requires_grad_True_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_False_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_False_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_False_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_False_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_False_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_False_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_True_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_True_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_True_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_True_contiguous_True_cuda_float16, 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test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_strided_requires_grad_True_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_strided_requires_grad_True_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_False_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_False_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_False_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_False_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_False_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_False_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_True_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_True_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_True_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_True_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_True_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_True_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_False_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_False_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_False_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_False_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_False_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_False_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_True_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_True_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_True_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_True_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_True_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_True_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_False_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_False_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_False_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_False_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_False_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_False_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_True_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_True_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_True_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_True_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_True_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_True_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_False_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_False_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_False_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_False_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_False_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_False_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_True_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_True_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_True_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_True_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_True_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_True_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_autograd_function_with_None_grad_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_binary_pointwise_broadcasting_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_binary_pointwise_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_binary_pointwise_transposed_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_binary_pointwise_with_nested_int_second_arg_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_chunk_cuda, 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test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_device_dtype_transfer_updates_offsets_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_device_dtype_transfer_updates_offsets_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_dummy_mha_with_nt_use_legacy_api_False_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_dummy_mha_with_nt_use_legacy_api_True_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_flatten_decomp_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_flex_attention_converts_stacked_seq_indices_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_flex_attention_noncontig_with_holes_False_cross_attention_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_flex_attention_noncontig_with_holes_False_cross_attention_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_flex_attention_noncontig_with_holes_True_cross_attention_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_flex_attention_noncontig_with_holes_True_cross_attention_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_index_put_error_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_is_contiguous_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_is_same_size_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_as_nested_tensor_components_require_grad_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_as_nested_tensor_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_as_nested_tensor_components_require_grad_False_cuda_float64, 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test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_angle_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_asin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_asinh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_atan2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_atan_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_atanh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_bfloat16_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_bmm_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_cdouble_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_ceil_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_cfloat_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_chalf_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_chunk_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_clamp_max_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_clamp_min_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_clone_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_complex_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_conj_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_conj_physical_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_copysign_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_cos_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_cosh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_deg2rad_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_digamma_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_div_floor_rounding_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_div_no_rounding_mode_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_div_trunc_rounding_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_double_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_erf_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_erfc_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_erfinv_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_exp2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_exp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_expm1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_fill_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_float_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_float_power_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_floor_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_fmax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_fmin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_fmod_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_frac_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_frexp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_half_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_hypot_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_i0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_index_put_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_ldexp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_lgamma_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_linalg_vector_norm_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_log10_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_log1p_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_log2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_log_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_logaddexp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_logit_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_masked_amax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_masked_amin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_masked_logsumexp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_masked_mean_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_masked_norm_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_masked_prod_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_masked_select_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_masked_std_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_masked_sum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_masked_var_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_matmul_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_max_binary_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_max_reduction_with_dim_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_maximum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_mean_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_min_binary_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_min_reduction_with_dim_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_minimum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_mul_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nan_to_num_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nanmean_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nansum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_narrow_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_neg_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_celu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_elu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_embedding_bag_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_embedding_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_hardshrink_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_hardsigmoid_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_hardtanh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_linear_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_logsigmoid_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_mish_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_prelu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_relu6_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_relu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_rms_norm_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_rrelu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_selu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_silu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_softplus_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_softshrink_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_softsign_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_tanhshrink_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_threshold_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_polar_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_polygamma_polygamma_n_0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_polygamma_polygamma_n_1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_polygamma_polygamma_n_2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_polygamma_polygamma_n_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_polygamma_polygamma_n_4_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_positive_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_pow_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_prod_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_rad2deg_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_real_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_reciprocal_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_remainder_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_round_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_round_decimals_0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_round_decimals_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_round_decimals_neg_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_rsqrt_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_rsub_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_select_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_sgn_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_sigmoid_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_sign_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_sin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_sinc_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_sinh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_special_entr_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_special_erfcx_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_special_i0e_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_special_i1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_special_i1e_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_special_log_ndtr_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_special_ndtr_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_special_ndtri_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_special_xlog1py_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_split_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_split_with_sizes_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_sqrt_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_square_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_squeeze_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_std_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_std_unbiased_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_sub_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_sum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_tan_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_tanh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_to_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_true_divide_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_trunc_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_unflatten_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_unsqueeze_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_var_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_var_unbiased_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_where_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_xlogy_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward___radd___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward___rdiv___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward___rmod___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward___rmul___cuda_float32, 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test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_any_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_argmax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_argmin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_asin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_asinh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_atan2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_atan_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_atanh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_bfloat16_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_bmm_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_bool_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_byte_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_cdouble_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_ceil_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_cfloat_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_chalf_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_char_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_chunk_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_clamp_max_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_clamp_min_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_clone_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_complex_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_conj_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_conj_physical_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_copysign_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_cos_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_cosh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_count_nonzero_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_deg2rad_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_digamma_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_div_floor_rounding_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_div_no_rounding_mode_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_div_trunc_rounding_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_double_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_eq_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_erf_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_erfc_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_erfinv_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_exp2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_exp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_expm1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_fill_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_float_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_float_power_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_floor_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_floor_divide_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_fmax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_fmin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_fmod_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_frac_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_frexp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_ge_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_gt_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_half_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_heaviside_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_hypot_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_i0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_igamma_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_igammac_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_index_put_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_int_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_isclose_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_isfinite_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_isinf_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_isnan_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_isneginf_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_isposinf_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_isreal_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_jiterator_binary_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_jiterator_binary_return_by_ref_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_jiterator_unary_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_ldexp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_le_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_lgamma_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_linalg_vector_norm_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_log10_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_log1p_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_log2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_log_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_logaddexp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_logical_and_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_logical_not_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_logical_or_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_logical_xor_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_logit_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_long_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_lt_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_masked_amax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_masked_amin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_masked_argmax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_masked_argmin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_masked_logsumexp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_masked_mean_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_masked_norm_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_masked_prod_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_masked_select_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_masked_std_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_masked_sum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_masked_var_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_matmul_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_max_binary_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_max_reduction_with_dim_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_maximum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_mean_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_min_binary_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_min_reduction_with_dim_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_minimum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_mul_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nan_to_num_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nanmean_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nansum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_narrow_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_ne_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_neg_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nextafter_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_celu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_elu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_embedding_bag_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_embedding_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_hardshrink_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_hardsigmoid_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_hardtanh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_linear_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_logsigmoid_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_mish_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_prelu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_relu6_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_relu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_rms_norm_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_rrelu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_selu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_silu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_softplus_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_softshrink_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_softsign_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_tanhshrink_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_threshold_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_polar_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_polygamma_polygamma_n_0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_polygamma_polygamma_n_1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_polygamma_polygamma_n_2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_polygamma_polygamma_n_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_polygamma_polygamma_n_4_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_positive_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_pow_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_prod_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_rad2deg_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_real_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_reciprocal_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_remainder_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_round_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_round_decimals_0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_round_decimals_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_round_decimals_neg_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_rsqrt_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_rsub_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_select_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_sgn_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_short_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_sigmoid_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_sign_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_signbit_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_sin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_sinc_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_sinh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_airy_ai_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_bessel_j0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_bessel_j1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_bessel_y0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_bessel_y1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_chebyshev_polynomial_t_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_chebyshev_polynomial_u_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_chebyshev_polynomial_v_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_chebyshev_polynomial_w_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_entr_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_erfcx_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_hermite_polynomial_h_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_hermite_polynomial_he_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_i0e_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_i1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_i1e_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_laguerre_polynomial_l_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_legendre_polynomial_p_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_log_ndtr_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_modified_bessel_i0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_modified_bessel_i1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_modified_bessel_k0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_modified_bessel_k1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_ndtr_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_ndtri_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_scaled_modified_bessel_k0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_scaled_modified_bessel_k1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_spherical_bessel_j0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_xlog1py_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_zeta_cuda_float32, 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test/test-reports/inductor.test_aot_inductor_arrayref_1.1_ea1c7c8ace334c97_.log 2024-12-18T00:48:35.7958877Z Running 183 items in this shard: test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_add_complex_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_addmm_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_addmm_multiple_dynamic_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aliased_buffer_reuse_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_amp_fallback_random_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_debug_printer_codegen_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_debug_printer_cpp_kernel_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_debug_printer_sym_inputs_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_debug_printer_user_defined_triton_kernel_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_debug_printing_model_inputs_codegen_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_assert_async_cpu_with_stack_allocation, 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test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_sdpa_2_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_sdpa_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_seq_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_shifted_constraint_ranges_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_simple_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_simple_dynamic_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_simple_split_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_size_from_multi_output_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_small_constant_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_so_without_weight_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_stride_with_unbacked_expr_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_sym_i64_input_codegen_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_symbool_item_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_symfloat_item_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_symint_item_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_torchvision_transforms_functional_tensor_resize_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_dynamic_shape_with_div_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_equal_to_1_arg_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_equal_to_1_float_arg_dynamic_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_equal_to_1_float_arg_dynamic_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_extern_kernel_arg_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_1_num_dims_1_dynamic_False_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_1_num_dims_1_dynamic_False_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_1_num_dims_1_dynamic_True_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_1_num_dims_1_dynamic_True_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_1_num_dims_2_dynamic_False_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_1_num_dims_2_dynamic_False_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_1_num_dims_2_dynamic_True_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_1_num_dims_2_dynamic_True_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_1_dynamic_False_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_1_dynamic_False_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_1_dynamic_True_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_1_dynamic_True_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_2_dynamic_False_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_2_dynamic_False_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_2_dynamic_True_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_2_dynamic_True_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_3_num_dims_1_dynamic_False_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_3_num_dims_1_dynamic_False_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_3_num_dims_1_dynamic_True_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_3_num_dims_1_dynamic_True_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_3_num_dims_2_dynamic_False_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_3_num_dims_2_dynamic_False_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_3_num_dims_2_dynamic_True_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_3_num_dims_2_dynamic_True_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_multi_output_arg_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_reinterpret_view_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_reinterpret_view_mem_leak_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_sympy_expr_arg_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_sympy_fn_like_arg_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_tma_descriptor_1d_dynamic_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_tma_descriptor_1d_dynamic_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_tma_descriptor_2d_dynamic_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_tma_descriptor_2d_dynamic_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_unbacked_symint_in_grid_dynamic_False_autotuning_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_unbacked_symint_in_grid_dynamic_False_autotuning_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_unbacked_symint_in_grid_dynamic_True_autotuning_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_unbacked_symint_in_grid_dynamic_True_autotuning_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_weird_param_order_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_with_none_input_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_unsupported_input_dtype_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_update_constant_buffer_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_view_outputs_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_nested_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_simple_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_outer_buffers_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_outer_code_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_parameters_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_pytree_inputs_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_with_no_triton_profiler_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_with_offset_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_with_profiler_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_zero_grid_with_backed_symbols_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_zero_grid_with_unbacked_symbols_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_zero_size_buffer_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_zero_size_weight_cpu_with_stack_allocation 2024-12-18T00:48:35.8098563Z 2024-12-18T00:48:37.6119296Z Running torch_np/test_binary_ufuncs 1/1 ... [2024-12-18 00:48:37.611319] 2024-12-18T00:48:37.6120246Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:48:37.6122301Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_binary_ufuncs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:48:37.611705] 2024-12-18T00:48:40.0143871Z Running inductor/test_aot_inductor_custom_ops 1/1 ... [2024-12-18 00:48:40.013787] 2024-12-18T00:48:40.0144533Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:48:40.0145855Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor_custom_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:48:40.014155] 2024-12-18T00:48:42.0854798Z 2024-12-18T00:48:42.0858816Z 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_51333f1b2ce049fd_.log 2024-12-18T00:48:42.0871992Z 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 2024-12-18T00:48:42.0884595Z 2024-12-18T00:48:46.3161383Z Running export/test_export_training_ir_to_run_decomp 1/1 ... [2024-12-18 00:48:46.315443] 2024-12-18T00:48:46.3162218Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:48:46.3164013Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_training_ir_to_run_decomp.py', '-m', 'not serial', '--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 00:48:46.315851] 2024-12-18T00:48:47.3940395Z 2024-12-18T00:48:47.3942137Z 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_bf9f55d816ba4412_.log 2024-12-18T00:48:47.3953647Z 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 2024-12-18T00:48:47.3964252Z 2024-12-18T00:48:51.6329940Z Running inductor/test_binary_folding 1/1 ... [2024-12-18 00:48:51.632391] 2024-12-18T00:48:51.6330477Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:48:51.6331981Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_binary_folding.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:48:51.632811] 2024-12-18T00:48:52.7023425Z 2024-12-18T00:48:52.7024762Z export/test_export_training_ir_to_run_decomp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_training_ir_to_run_decomp_1.1_2840c6de9d35f6d9_.log 2024-12-18T00:48:52.7440764Z Running 554 items in this shard: test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_assume_static_by_default_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_constraints_error_not_in_range_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_constraints_error_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_inline_constraints_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_slice_maxsize_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_strict_narrow_unbacked_expr_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_assume_static_by_default_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_constraints_error_not_in_range_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_constraints_error_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_inline_constraints_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_slice_maxsize_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_strict_narrow_unbacked_expr_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test__scaled_dot_product_flash_attention_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_allow_explicit_guards_as_runtime_asserts_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_args_type_checked_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_aten_lift_fresh_copy_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_attention_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_automatic_constrain_size_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_automatic_dynamic_shapes_constant_relation_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_automatic_dynamic_shapes_linear_relation_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_automatic_dynamic_shapes_simple_equality_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_basic_non_strict_fake_tensor_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_basic_non_strict_real_tensor_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_basic_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_buffer_util_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_check_is_size_error_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_check_specialized_int_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_checks_to_constrain_range_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cleanup_dynamic_markers_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_colon_parameter_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_compiling_state_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_buffers_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_contains_unbacked_no_escape_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_int_closure_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_unflatten_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_with_module_stack_export_with_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_with_module_stack_export_with_unflatten_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_aliasing_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_input_naming_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_no_user_inp_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_output_dup_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_output_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_requires_grad_const_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constrain_decomp_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constrain_size_in_eager_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constrain_size_with_constrain_value_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constrain_size_with_various_cases_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_conv_dynamic_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_crop_like_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cse_for_symint_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_op_auto_functionalize_pre_dispatch_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_op_auto_functionalize_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_op_auto_warn_pre_dispatch_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_op_preserve_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_tag_metadata_re_export_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_decomp_batch_norm_functional_predispatch_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_decomp_item_in_prim_after_decomposition_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_decomp_item_in_prim_before_decomposition_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_1_2_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_basic_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_integer_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_nested_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_out_of_order_repeat_derived_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_out_of_order_simplified_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_out_of_order_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_repeat_derived_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_device_to_dynamic_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_device_to_mutation_float_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_device_to_mutation_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_device_to_static_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_1_2_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_auto_and_dim_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_dynamic_divisibility_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_dynamic_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_disable_forced_specializations_errors_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_disable_forced_specializations_ok_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dont_duck_size_for_auto_dynamic_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_double_lifted_constants_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_checks_aliasing_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_checks_mutation_list_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_checks_mutation_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_checks_mutation_with_nan_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_fake_kernel_inference_errors_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_infers_fake_kernel_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_duplicate_modules_with_non_persistent_buffers_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_builder_basic_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_builder_kwargs_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_builder_pytree_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_serdes_generic_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_serdes_user_errors_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_serdes_various_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_spec_with_pytree_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_sym_round_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_error_does_not_reference_eager_fallback_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_error_when_passing_mutating_primitive_op_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_api_with_dynamic_shapes_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_as_backend_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_cond_symbool_pred_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_cond_warns_constant_pred_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_custom_decomp_table_basic_pop_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_custom_decomp_table_container_methods_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_custom_op_lib_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_decomp_torture_case_1_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_decomp_torture_case_2_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_decomps_dynamic_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_decomps_simple_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_dynamo_config_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_inference_e2e_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_run_decomp_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_with_container_type_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_with_dynamic_shapes_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_with_mutation_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_with_state_dict_hooks_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_default_kwargs_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_keyword_only_args_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_kwargs_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_pytree_kwargs_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_var_keyword_args_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_var_keyword_pytree_args_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_var_postional_args_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_graph_with_no_inputs_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_input_mutation_bug_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_input_mutation_dynamic_shape_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_input_mutation_static_shape_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_linear_preserve_dynamic_shape_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_mod_constraints_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_preserve_linear_at_aot_level_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_preserve_linear_but_not_custom_op_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_script_module_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_then_compile_tensor_ctor_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_autocast_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_fake_tensor_inputs_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_inline_constraints_complex_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_inline_constraints_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_set_grad_enabled_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_wrong_inputs_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_external_call_non_strict_real_tensor_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_fake_inputs_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_fake_weights_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_float_conversion_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_fqn_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_hints_wrapper_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_hoo_inline_users_issue_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_if_functional_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_if_post_autograd_op_preserved_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_intermediate_shape_comp_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_is_nonzero_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_issue_113041_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_istft_op_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_keep_composite_ops_invalid_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_keep_composite_ops_linear_convd_for_training_ir_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_keep_composite_ops_linear_convd_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_kwargs_reorder_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_layer_sharing_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_lazy_module_kwargs_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_lifted_constants_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_linear_conv_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_map_buffers_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_map_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_masked_select_dynamic_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_mismatched_dynamic_shapes_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_mixed_input_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_dict_key_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_list_slice_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_with_dict_container_inp_out_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_modules_access_for_deleted_submodule_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_multiple_definitions_same_name_dim_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_dynamic_shapes_spec_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_module_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_module_with_constant_buffer_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_module_with_init_buffer_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_module_with_parameter_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nn_module_stack_shared_submodule_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nn_module_stack_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_suggested_fixes_for_data_dependent_errors_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_tensor_computation_2_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_tensor_computation_3_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_tensor_computation_4_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_tensor_computation_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_arg_name_dynamic_shapes_api_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_persistent_buffer_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_strict_dynamic_shapes_suggested_fixes_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_strict_dynamic_shapes_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nonstrict_retrace_preserves_metadata_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nonzero_2_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nonzero_dynamic_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_not_registered_parameter_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_output_node_name_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_pad_sequence_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_param_util_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_placeholder_naming_collisions_hoo_subgraphs_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_placeholder_naming_collisions_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_predispatch_cond_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_predispatch_grad_wrappers_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_preserve_module_call_signature_unflatten_specialization_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_preserve_requires_grad_placeholders_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_preserve_shape_dynamism_for_unused_inputs_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_profiling_code_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_pytree_register_data_class_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_pytree_register_nested_data_class_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_alias_dtype_mismatch_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_bool_cast_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_errors_on_aliasing_custom_op_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_for_max_op_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_size_mismatch_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_redundant_assert_max_upper_bound_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_redundant_asserts_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_refine_dynamic_shapes_from_suggested_fixes_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_reshape_view_helper_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_retracable_ep_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_retrace_pre_autograd_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_run_decomposition_supports_user_input_mutation_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_runtime_assert_for_prim_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_runtime_assert_for_prm_str_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_runtime_assert_with_size_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_set_example_inputs_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_set_grad_empty_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_set_grad_unflatten_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_setgrad_lifted_tensor_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_simple_export_for_training_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_slice_with_floordiv_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_solver_unsupported_sympy_function_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_specialize_derived_dim_roots_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_split_const_gm_with_lifted_constants_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_stack_trace_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_state_primitives_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_state_shape_attribute_assignment_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_state_tensors_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_static_dim_constraints_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_suggested_fixes_for_data_dependent_errors_basic_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_suggested_fixes_new_roots_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_sym_sqrt_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symbool_item_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symfloat_item_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_item_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_output_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_tensor_return_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_tensor_attribute_zero_args_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_tensor_constant_with_wrapped_method_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_to_module_with_mutated_buffer_multiple_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_to_module_with_mutated_buffer_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_tolist_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_torch_check_eq_commutativity_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_torch_fn_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_trace_under_fake_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_train_eval_on_exported_preautograd_module_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_bindings_for_divisible_u_symint_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_deferred_runtime_retrace_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_slice_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_to_cond_passthrough_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_to_cond_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_asserts_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_multiple_graphs_dispatch_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_multiple_graphs_shared_submodule_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_multiple_graphs_state_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_no_unroll_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_5_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_6_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_buf_8_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_const_preserving_3_1_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_const_preserving_3_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_4_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_6_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_9_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_preserving_4_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unused_aliases_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_use_embedding_twice_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_user_input_and_buffer_mutation_training_ir_to_decomp, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test__scaled_dot_product_flash_attention_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_allow_explicit_guards_as_runtime_asserts_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_args_type_checked_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_aten_lift_fresh_copy_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_attention_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_automatic_constrain_size_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_automatic_dynamic_shapes_constant_relation_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_automatic_dynamic_shapes_linear_relation_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_automatic_dynamic_shapes_simple_equality_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_basic_non_strict_fake_tensor_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_basic_non_strict_real_tensor_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_basic_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_buffer_util_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_check_is_size_error_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_check_specialized_int_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_checks_to_constrain_range_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cleanup_dynamic_markers_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_colon_parameter_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_compiling_state_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_buffers_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_contains_unbacked_no_escape_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_int_closure_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_unflatten_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_with_module_stack_export_with_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_with_module_stack_export_with_unflatten_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_aliasing_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_input_naming_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_no_user_inp_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_output_dup_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_output_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_requires_grad_const_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constrain_decomp_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constrain_size_in_eager_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constrain_size_with_constrain_value_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constrain_size_with_various_cases_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_conv_dynamic_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_crop_like_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cse_for_symint_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_op_auto_functionalize_pre_dispatch_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_op_auto_functionalize_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_op_auto_warn_pre_dispatch_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_op_preserve_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_tag_metadata_re_export_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_decomp_batch_norm_functional_predispatch_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_decomp_item_in_prim_after_decomposition_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_decomp_item_in_prim_before_decomposition_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_1_2_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_basic_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_integer_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_nested_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_out_of_order_repeat_derived_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_out_of_order_simplified_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_out_of_order_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_repeat_derived_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_device_to_dynamic_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_device_to_mutation_float_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_device_to_mutation_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_device_to_static_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_1_2_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_auto_and_dim_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_dynamic_divisibility_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_dynamic_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_disable_forced_specializations_errors_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_disable_forced_specializations_ok_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dont_duck_size_for_auto_dynamic_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_double_lifted_constants_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_checks_aliasing_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_checks_mutation_list_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_checks_mutation_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_checks_mutation_with_nan_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_fake_kernel_inference_errors_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_infers_fake_kernel_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_duplicate_modules_with_non_persistent_buffers_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_builder_basic_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_builder_kwargs_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_builder_pytree_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_serdes_generic_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_serdes_user_errors_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_serdes_various_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_spec_with_pytree_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_sym_round_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_error_does_not_reference_eager_fallback_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_error_when_passing_mutating_primitive_op_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_api_with_dynamic_shapes_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_as_backend_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_cond_symbool_pred_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_cond_warns_constant_pred_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_custom_decomp_table_basic_pop_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_custom_decomp_table_container_methods_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_custom_op_lib_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_decomp_torture_case_1_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_decomp_torture_case_2_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_decomps_dynamic_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_decomps_simple_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_dynamo_config_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_inference_e2e_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_run_decomp_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_with_container_type_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_with_dynamic_shapes_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_with_mutation_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_with_state_dict_hooks_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_default_kwargs_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_keyword_only_args_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_kwargs_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_pytree_kwargs_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_var_keyword_args_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_var_keyword_pytree_args_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_var_postional_args_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_graph_with_no_inputs_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_input_mutation_bug_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_input_mutation_dynamic_shape_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_input_mutation_static_shape_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_linear_preserve_dynamic_shape_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_mod_constraints_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_preserve_linear_at_aot_level_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_preserve_linear_but_not_custom_op_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_script_module_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_then_compile_tensor_ctor_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_autocast_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_fake_tensor_inputs_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_inline_constraints_complex_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_inline_constraints_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_set_grad_enabled_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_wrong_inputs_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_external_call_non_strict_real_tensor_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_fake_inputs_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_fake_weights_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_float_conversion_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_fqn_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_hints_wrapper_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_hoo_inline_users_issue_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_if_functional_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_if_post_autograd_op_preserved_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_intermediate_shape_comp_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_is_nonzero_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_issue_113041_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_istft_op_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_keep_composite_ops_invalid_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_keep_composite_ops_linear_convd_for_training_ir_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_keep_composite_ops_linear_convd_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_kwargs_reorder_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_layer_sharing_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_lazy_module_kwargs_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_lifted_constants_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_linear_conv_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_map_buffers_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_map_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_masked_select_dynamic_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_mismatched_dynamic_shapes_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_mixed_input_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_dict_key_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_list_slice_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_with_dict_container_inp_out_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_modules_access_for_deleted_submodule_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_multiple_definitions_same_name_dim_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_dynamic_shapes_spec_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_module_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_module_with_constant_buffer_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_module_with_init_buffer_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_module_with_parameter_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nn_module_stack_shared_submodule_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nn_module_stack_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_suggested_fixes_for_data_dependent_errors_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_tensor_computation_2_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_tensor_computation_3_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_tensor_computation_4_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_tensor_computation_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_persistent_buffer_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_strict_dynamic_shapes_suggested_fixes_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_strict_dynamic_shapes_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nonstrict_retrace_preserves_metadata_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nonzero_2_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nonzero_dynamic_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_not_registered_parameter_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_output_node_name_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_pad_sequence_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_param_util_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_placeholder_naming_collisions_hoo_subgraphs_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_placeholder_naming_collisions_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_predispatch_cond_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_predispatch_grad_wrappers_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_preserve_module_call_signature_unflatten_specialization_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_preserve_requires_grad_placeholders_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_preserve_shape_dynamism_for_unused_inputs_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_profiling_code_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_pytree_register_data_class_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_pytree_register_nested_data_class_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_alias_dtype_mismatch_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_bool_cast_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_errors_on_aliasing_custom_op_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_for_max_op_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_size_mismatch_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_redundant_assert_max_upper_bound_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_redundant_asserts_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_refine_dynamic_shapes_from_suggested_fixes_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_reshape_view_helper_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_retracable_ep_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_retrace_pre_autograd_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_run_decomposition_supports_user_input_mutation_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_runtime_assert_for_prim_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_runtime_assert_for_prm_str_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_runtime_assert_with_size_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_set_example_inputs_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_set_grad_empty_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_set_grad_unflatten_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_setgrad_lifted_tensor_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_simple_export_for_training_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_slice_with_floordiv_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_solver_unsupported_sympy_function_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_specialize_derived_dim_roots_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_split_const_gm_with_lifted_constants_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_stack_trace_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_state_primitives_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_state_shape_attribute_assignment_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_state_tensors_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_static_dim_constraints_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_basic_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_suggested_fixes_new_roots_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_sym_sqrt_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symbool_item_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symfloat_item_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_item_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_output_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_tensor_return_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_tensor_attribute_zero_args_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_tensor_constant_with_wrapped_method_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_to_module_with_mutated_buffer_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_tolist_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_torch_check_eq_commutativity_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_torch_fn_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_trace_under_fake_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_train_eval_on_exported_preautograd_module_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_bindings_for_divisible_u_symint_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_deferred_runtime_retrace_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_slice_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_to_cond_passthrough_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_to_cond_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_asserts_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_multiple_graphs_dispatch_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_multiple_graphs_shared_submodule_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_multiple_graphs_state_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_no_unroll_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_5_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_6_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_buf_8_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_1_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_4_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_6_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_9_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_preserving_4_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unused_aliases_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_use_embedding_twice_training_ir_to_decomp_non_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_user_input_and_buffer_mutation_training_ir_to_decomp_non_strict 2024-12-18T00:48:52.7840406Z 2024-12-18T00:48:56.9474411Z Running inductor/test_cpp_wrapper_hipify 1/1 ... [2024-12-18 00:48:56.946792] 2024-12-18T00:48:56.9475244Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:48:56.9477052Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpp_wrapper_hipify.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:48:56.947197] 2024-12-18T00:49:01.3710923Z 2024-12-18T00:49:01.3712145Z inductor/test_cpp_wrapper_hipify 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpp_wrapper_hipify_1.1_d5c96e0ed02ad3c9_.log 2024-12-18T00:49:01.3714566Z Running 3 items in this shard: test/inductor/test_cpp_wrapper_hipify.py::TestCppWrapperHipify::test_hipify_aoti_driver_header, test/inductor/test_cpp_wrapper_hipify.py::TestCppWrapperHipify::test_hipify_basic_declaration, test/inductor/test_cpp_wrapper_hipify.py::TestCppWrapperHipify::test_hipify_cross_platform 2024-12-18T00:49:01.3715999Z 2024-12-18T00:49:05.5564198Z Running dynamo/test_frame_init 1/1 ... [2024-12-18 00:49:05.555732] 2024-12-18T00:49:05.5565068Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:49:05.5566808Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_frame_init.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:49:05.556119] 2024-12-18T00:49:09.9301642Z 2024-12-18T00:49:09.9302688Z dynamo/test_frame_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_frame_init_1.1_4fe548f8b5e9038e_.log 2024-12-18T00:49:09.9303773Z Running 1 items in this shard: test/dynamo/test_frame_init.py::FrameInitTests::test_frame_init 2024-12-18T00:49:09.9304210Z 2024-12-18T00:49:14.1344043Z Running export/test_retraceability 1/1 ... [2024-12-18 00:49:14.133773] 2024-12-18T00:49:14.1344554Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:49:14.1345728Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_retraceability.py', '-m', 'not serial', '--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 00:49:14.134169] 2024-12-18T00:49:20.8690751Z 2024-12-18T00:49:20.8691925Z export/test_retraceability 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_retraceability_1.1_c8f3a96f763df154_.log 2024-12-18T00:49:20.9047166Z Running 554 items in this shard: test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_assume_static_by_default_retraceability, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_constraints_error_not_in_range_retraceability, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_constraints_error_retraceability, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_inline_constraints_retraceability, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_slice_maxsize_retraceability, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_strict_narrow_unbacked_expr_retraceability, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_assume_static_by_default_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_constraints_error_not_in_range_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_constraints_error_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_inline_constraints_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_slice_maxsize_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_strict_narrow_unbacked_expr_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportTestExport::test__scaled_dot_product_flash_attention_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_allow_explicit_guards_as_runtime_asserts_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_args_type_checked_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_aten_lift_fresh_copy_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_attention_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_automatic_constrain_size_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_automatic_dynamic_shapes_constant_relation_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_automatic_dynamic_shapes_linear_relation_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_automatic_dynamic_shapes_simple_equality_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_basic_non_strict_fake_tensor_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_basic_non_strict_real_tensor_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_basic_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_buffer_util_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_check_is_size_error_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_check_specialized_int_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_checks_to_constrain_range_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_cleanup_dynamic_markers_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_colon_parameter_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_compiling_state_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_buffers_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_contains_unbacked_no_escape_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_int_closure_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_unflatten_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_with_module_stack_export_with_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_with_module_stack_export_with_unflatten_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_aliasing_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_input_naming_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_no_user_inp_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_output_dup_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_output_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_requires_grad_const_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_constrain_decomp_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_constrain_size_in_eager_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_constrain_size_with_constrain_value_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_constrain_size_with_various_cases_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_conv_dynamic_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_crop_like_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_cse_for_symint_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_op_auto_functionalize_pre_dispatch_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_op_auto_functionalize_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_op_auto_warn_pre_dispatch_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_op_preserve_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_tag_metadata_re_export_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_decomp_batch_norm_functional_predispatch_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_decomp_item_in_prim_after_decomposition_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_decomp_item_in_prim_before_decomposition_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_1_2_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_basic_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_integer_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_nested_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_out_of_order_repeat_derived_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_out_of_order_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_out_of_order_simplified_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_repeat_derived_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_device_to_dynamic_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_device_to_mutation_float_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_device_to_mutation_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_device_to_static_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_1_2_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_auto_and_dim_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_dynamic_divisibility_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_dynamic_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_disable_forced_specializations_errors_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_disable_forced_specializations_ok_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_dont_duck_size_for_auto_dynamic_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_double_lifted_constants_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_checks_aliasing_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_checks_mutation_list_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_checks_mutation_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_checks_mutation_with_nan_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_fake_kernel_inference_errors_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_infers_fake_kernel_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_duplicate_modules_with_non_persistent_buffers_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_builder_basic_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_builder_kwargs_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_builder_pytree_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_serdes_generic_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_serdes_user_errors_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_serdes_various_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_spec_with_pytree_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_sym_round_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_error_does_not_reference_eager_fallback_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_error_when_passing_mutating_primitive_op_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_api_with_dynamic_shapes_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_as_backend_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_cond_symbool_pred_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_cond_warns_constant_pred_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_custom_decomp_table_basic_pop_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_custom_decomp_table_container_methods_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_custom_op_lib_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_decomp_torture_case_1_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_decomp_torture_case_2_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_decomps_dynamic_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_decomps_simple_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_dynamo_config_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_inference_e2e_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_run_decomp_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_with_container_type_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_with_dynamic_shapes_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_with_mutation_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_with_state_dict_hooks_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_default_kwargs_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_keyword_only_args_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_kwargs_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_pytree_kwargs_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_var_keyword_args_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_var_keyword_pytree_args_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_var_postional_args_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_graph_with_no_inputs_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_input_mutation_bug_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_input_mutation_dynamic_shape_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_input_mutation_static_shape_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_linear_preserve_dynamic_shape_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_mod_constraints_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_preserve_linear_at_aot_level_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_preserve_linear_but_not_custom_op_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_script_module_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_then_compile_tensor_ctor_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_autocast_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_fake_tensor_inputs_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_inline_constraints_complex_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_inline_constraints_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_set_grad_enabled_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_wrong_inputs_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_external_call_non_strict_real_tensor_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_fake_inputs_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_fake_weights_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_float_conversion_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_fqn_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_hints_wrapper_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_hoo_inline_users_issue_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_if_functional_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_if_post_autograd_op_preserved_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_intermediate_shape_comp_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_is_nonzero_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_issue_113041_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_istft_op_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_keep_composite_ops_invalid_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_keep_composite_ops_linear_convd_for_training_ir_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_keep_composite_ops_linear_convd_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_kwargs_reorder_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_layer_sharing_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_lazy_module_kwargs_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_lifted_constants_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_linear_conv_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_map_buffers_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_map_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_masked_select_dynamic_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_mismatched_dynamic_shapes_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_mixed_input_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_module_dict_key_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_module_list_slice_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_module_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_module_with_dict_container_inp_out_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_modules_access_for_deleted_submodule_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_multiple_definitions_same_name_dim_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_dynamic_shapes_spec_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_module_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_module_with_constant_buffer_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_module_with_init_buffer_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_module_with_parameter_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_nn_module_stack_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_nn_module_stack_shared_submodule_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_no_suggested_fixes_for_data_dependent_errors_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_no_tensor_computation_2_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_no_tensor_computation_3_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_no_tensor_computation_4_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_no_tensor_computation_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_non_arg_name_dynamic_shapes_api_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_non_persistent_buffer_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_non_strict_dynamic_shapes_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_non_strict_dynamic_shapes_suggested_fixes_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_nonstrict_retrace_preserves_metadata_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_nonzero_2_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_nonzero_dynamic_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_not_registered_parameter_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_output_node_name_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_pad_sequence_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_param_util_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_placeholder_naming_collisions_hoo_subgraphs_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_placeholder_naming_collisions_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_predispatch_cond_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_predispatch_grad_wrappers_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_preserve_module_call_signature_unflatten_specialization_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_preserve_requires_grad_placeholders_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_preserve_shape_dynamism_for_unused_inputs_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_profiling_code_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_pytree_register_data_class_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_pytree_register_nested_data_class_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_alias_dtype_mismatch_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_bool_cast_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_errors_on_aliasing_custom_op_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_for_max_op_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_size_mismatch_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_redundant_assert_max_upper_bound_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_redundant_asserts_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_refine_dynamic_shapes_from_suggested_fixes_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_reshape_view_helper_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_retracable_ep_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_retrace_pre_autograd_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_run_decomposition_supports_user_input_mutation_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_runtime_assert_for_prim_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_runtime_assert_for_prm_str_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_runtime_assert_with_size_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_set_example_inputs_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_set_grad_empty_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_set_grad_unflatten_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_setgrad_lifted_tensor_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_simple_export_for_training_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_slice_with_floordiv_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_solver_unsupported_sympy_function_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_specialize_derived_dim_roots_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_split_const_gm_with_lifted_constants_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_stack_trace_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_state_primitives_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_state_shape_attribute_assignment_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_state_tensors_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_static_dim_constraints_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_suggested_fixes_for_data_dependent_errors_basic_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_suggested_fixes_new_roots_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_sym_sqrt_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_symbool_item_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_symfloat_item_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_item_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_output_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_tensor_return_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_tensor_attribute_zero_args_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_tensor_constant_with_wrapped_method_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_to_module_with_mutated_buffer_multiple_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_to_module_with_mutated_buffer_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_tolist_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_torch_check_eq_commutativity_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_torch_fn_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_trace_under_fake_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_train_eval_on_exported_preautograd_module_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_bindings_for_divisible_u_symint_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_deferred_runtime_retrace_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_slice_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_to_cond_passthrough_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_to_cond_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_asserts_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_multiple_graphs_dispatch_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_multiple_graphs_shared_submodule_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_multiple_graphs_state_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_no_unroll_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_5_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_6_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_buf_8_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_const_preserving_3_1_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_const_preserving_3_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_4_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_6_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_9_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_preserving_4_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_unused_aliases_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_use_embedding_twice_retraceability, test/export/test_retraceability.py::RetraceExportTestExport::test_user_input_and_buffer_mutation_retraceability, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test__scaled_dot_product_flash_attention_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_allow_explicit_guards_as_runtime_asserts_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_args_type_checked_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_aten_lift_fresh_copy_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_attention_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_automatic_constrain_size_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_automatic_dynamic_shapes_constant_relation_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_automatic_dynamic_shapes_linear_relation_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_automatic_dynamic_shapes_simple_equality_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_basic_non_strict_fake_tensor_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_basic_non_strict_real_tensor_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_basic_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_buffer_util_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_check_is_size_error_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_check_specialized_int_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_checks_to_constrain_range_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cleanup_dynamic_markers_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_colon_parameter_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_compiling_state_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_buffers_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_contains_unbacked_no_escape_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_int_closure_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_unflatten_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_with_module_stack_export_with_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_with_module_stack_export_with_unflatten_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_aliasing_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_input_naming_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_no_user_inp_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_output_dup_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_output_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_requires_grad_const_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constrain_decomp_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constrain_size_in_eager_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constrain_size_with_constrain_value_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constrain_size_with_various_cases_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_conv_dynamic_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_crop_like_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cse_for_symint_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_op_auto_functionalize_pre_dispatch_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_op_auto_functionalize_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_op_auto_warn_pre_dispatch_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_op_preserve_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_tag_metadata_re_export_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_decomp_batch_norm_functional_predispatch_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_decomp_item_in_prim_after_decomposition_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_decomp_item_in_prim_before_decomposition_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_1_2_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_basic_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_integer_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_nested_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_out_of_order_repeat_derived_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_out_of_order_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_out_of_order_simplified_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_repeat_derived_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_device_to_dynamic_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_device_to_mutation_float_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_device_to_mutation_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_device_to_static_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_1_2_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_auto_and_dim_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_dynamic_divisibility_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_dynamic_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_disable_forced_specializations_errors_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_disable_forced_specializations_ok_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dont_duck_size_for_auto_dynamic_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_double_lifted_constants_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_checks_aliasing_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_checks_mutation_list_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_checks_mutation_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_checks_mutation_with_nan_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_fake_kernel_inference_errors_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_infers_fake_kernel_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_duplicate_modules_with_non_persistent_buffers_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_builder_basic_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_builder_kwargs_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_builder_pytree_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_serdes_generic_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_serdes_user_errors_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_serdes_various_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_spec_with_pytree_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_sym_round_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_error_does_not_reference_eager_fallback_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_error_when_passing_mutating_primitive_op_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_api_with_dynamic_shapes_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_as_backend_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_cond_symbool_pred_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_cond_warns_constant_pred_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_custom_decomp_table_basic_pop_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_custom_decomp_table_container_methods_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_custom_op_lib_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_decomp_torture_case_1_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_decomp_torture_case_2_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_decomps_dynamic_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_decomps_simple_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_dynamo_config_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_inference_e2e_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_run_decomp_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_with_container_type_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_with_dynamic_shapes_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_with_mutation_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_with_state_dict_hooks_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_default_kwargs_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_keyword_only_args_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_kwargs_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_pytree_kwargs_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_var_keyword_args_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_var_keyword_pytree_args_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_var_postional_args_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_graph_with_no_inputs_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_input_mutation_bug_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_input_mutation_dynamic_shape_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_input_mutation_static_shape_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_linear_preserve_dynamic_shape_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_mod_constraints_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_preserve_linear_at_aot_level_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_preserve_linear_but_not_custom_op_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_script_module_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_then_compile_tensor_ctor_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_autocast_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_fake_tensor_inputs_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_inline_constraints_complex_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_inline_constraints_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_set_grad_enabled_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_wrong_inputs_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_external_call_non_strict_real_tensor_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_fake_inputs_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_fake_weights_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_float_conversion_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_fqn_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_hints_wrapper_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_hoo_inline_users_issue_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_if_functional_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_if_post_autograd_op_preserved_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_intermediate_shape_comp_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_is_nonzero_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_issue_113041_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_istft_op_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_keep_composite_ops_invalid_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_keep_composite_ops_linear_convd_for_training_ir_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_keep_composite_ops_linear_convd_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_kwargs_reorder_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_layer_sharing_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_lazy_module_kwargs_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_lifted_constants_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_linear_conv_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_map_buffers_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_map_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_masked_select_dynamic_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_mismatched_dynamic_shapes_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_mixed_input_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_dict_key_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_list_slice_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_with_dict_container_inp_out_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_modules_access_for_deleted_submodule_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_multiple_definitions_same_name_dim_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_dynamic_shapes_spec_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_module_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_module_with_constant_buffer_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_module_with_init_buffer_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_module_with_parameter_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nn_module_stack_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nn_module_stack_shared_submodule_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_suggested_fixes_for_data_dependent_errors_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_tensor_computation_2_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_tensor_computation_3_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_tensor_computation_4_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_tensor_computation_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_persistent_buffer_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_strict_dynamic_shapes_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_strict_dynamic_shapes_suggested_fixes_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nonstrict_retrace_preserves_metadata_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nonzero_2_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nonzero_dynamic_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_not_registered_parameter_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_output_node_name_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_pad_sequence_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_param_util_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_placeholder_naming_collisions_hoo_subgraphs_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_placeholder_naming_collisions_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_predispatch_cond_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_predispatch_grad_wrappers_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_preserve_module_call_signature_unflatten_specialization_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_preserve_requires_grad_placeholders_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_preserve_shape_dynamism_for_unused_inputs_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_profiling_code_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_pytree_register_data_class_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_pytree_register_nested_data_class_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_alias_dtype_mismatch_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_bool_cast_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_errors_on_aliasing_custom_op_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_for_max_op_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_size_mismatch_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_redundant_assert_max_upper_bound_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_redundant_asserts_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_refine_dynamic_shapes_from_suggested_fixes_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_reshape_view_helper_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_retracable_ep_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_retrace_pre_autograd_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_run_decomposition_supports_user_input_mutation_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_runtime_assert_for_prim_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_runtime_assert_for_prm_str_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_runtime_assert_with_size_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_set_example_inputs_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_set_grad_empty_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_set_grad_unflatten_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_setgrad_lifted_tensor_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_simple_export_for_training_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_slice_with_floordiv_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_solver_unsupported_sympy_function_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_specialize_derived_dim_roots_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_split_const_gm_with_lifted_constants_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_stack_trace_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_state_primitives_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_state_shape_attribute_assignment_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_state_tensors_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_static_dim_constraints_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_basic_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_suggested_fixes_new_roots_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_sym_sqrt_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symbool_item_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symfloat_item_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_item_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_output_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_tensor_return_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_tensor_attribute_zero_args_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_tensor_constant_with_wrapped_method_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_to_module_with_mutated_buffer_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_tolist_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_torch_check_eq_commutativity_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_torch_fn_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_trace_under_fake_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_train_eval_on_exported_preautograd_module_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_bindings_for_divisible_u_symint_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_deferred_runtime_retrace_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_slice_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_to_cond_passthrough_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_to_cond_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_asserts_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_multiple_graphs_dispatch_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_multiple_graphs_shared_submodule_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_multiple_graphs_state_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_no_unroll_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_5_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_6_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_buf_8_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_1_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_4_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_6_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_9_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_preserving_4_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unused_aliases_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_use_embedding_twice_retraceability_non_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_user_input_and_buffer_mutation_retraceability_non_strict 2024-12-18T00:49:20.9520583Z 2024-12-18T00:49:25.3062628Z Running export/test_export_nonstrict 1/1 ... [2024-12-18 00:49:25.305558] 2024-12-18T00:49:25.3063137Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:49:25.3064339Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_nonstrict.py', '-m', 'not serial', '--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 00:49:25.305982] 2024-12-18T00:49:31.1855094Z 2024-12-18T00:49:31.1856333Z export/test_export_nonstrict 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_nonstrict_1.1_0f44b0b61dfeb20a_.log 2024-12-18T00:49:31.2001094Z Running 277 items in this shard: test/export/test_export_nonstrict.py::NonStrictExportTestDynamismExpression::test_export_assume_static_by_default_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestDynamismExpression::test_export_constraints_error_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestDynamismExpression::test_export_constraints_error_not_in_range_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestDynamismExpression::test_export_inline_constraints_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestDynamismExpression::test_export_slice_maxsize_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestDynamismExpression::test_export_strict_narrow_unbacked_expr_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test__scaled_dot_product_flash_attention_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_allow_explicit_guards_as_runtime_asserts_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_args_type_checked_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_aten_lift_fresh_copy_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_attention_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_automatic_constrain_size_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_automatic_dynamic_shapes_constant_relation_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_automatic_dynamic_shapes_linear_relation_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_automatic_dynamic_shapes_simple_equality_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_basic_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_basic_non_strict_fake_tensor_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_basic_non_strict_real_tensor_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_buffer_util_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_check_is_size_error_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_check_specialized_int_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_checks_to_constrain_range_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_cleanup_dynamic_markers_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_colon_parameter_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_compiling_state_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_cond_buffers_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_cond_contains_unbacked_no_escape_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_cond_int_closure_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_cond_unflatten_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_cond_with_module_stack_export_with_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_cond_with_module_stack_export_with_unflatten_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_constant_aliasing_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_constant_input_naming_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_constant_no_user_inp_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_constant_output_dup_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_constant_output_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_constant_requires_grad_const_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_constrain_decomp_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_constrain_size_in_eager_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_constrain_size_with_constrain_value_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_constrain_size_with_various_cases_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_conv_dynamic_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_crop_like_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_cse_for_symint_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_custom_op_auto_functionalize_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_custom_op_auto_functionalize_pre_dispatch_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_custom_op_auto_warn_pre_dispatch_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_custom_op_preserve_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_custom_tag_metadata_re_export_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_decomp_batch_norm_functional_predispatch_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_decomp_item_in_prim_after_decomposition_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_decomp_item_in_prim_before_decomposition_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_derived_dim_1_2_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_derived_dim_basic_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_derived_dim_integer_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_derived_dim_nested_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_derived_dim_out_of_order_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_derived_dim_out_of_order_repeat_derived_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_derived_dim_out_of_order_simplified_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_derived_dim_repeat_derived_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_device_to_dynamic_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_device_to_mutation_float_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_device_to_mutation_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_device_to_static_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_dim_1_2_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_dim_auto_and_dim_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_dim_dynamic_divisibility_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_dim_dynamic_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_disable_forced_specializations_errors_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_disable_forced_specializations_ok_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_dont_duck_size_for_auto_dynamic_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_double_lifted_constants_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_draft_export_checks_aliasing_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_draft_export_checks_mutation_list_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_draft_export_checks_mutation_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_draft_export_checks_mutation_with_nan_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_draft_export_fake_kernel_inference_errors_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_draft_export_infers_fake_kernel_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_duplicate_modules_with_non_persistent_buffers_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_dynamic_shapes_builder_basic_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_dynamic_shapes_builder_kwargs_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_dynamic_shapes_builder_pytree_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_dynamic_shapes_serdes_generic_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_dynamic_shapes_serdes_user_errors_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_dynamic_shapes_serdes_various_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_dynamic_shapes_spec_with_pytree_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_dynamic_sym_round_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_error_does_not_reference_eager_fallback_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_error_when_passing_mutating_primitive_op_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_api_with_dynamic_shapes_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_as_backend_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_cond_symbool_pred_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_cond_warns_constant_pred_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_custom_decomp_table_basic_pop_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_custom_decomp_table_container_methods_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_custom_op_lib_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_decomp_torture_case_1_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_decomp_torture_case_2_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_decomps_dynamic_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_decomps_simple_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_dynamo_config_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_for_inference_e2e_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_for_training_run_decomp_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_for_training_with_container_type_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_for_training_with_dynamic_shapes_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_for_training_with_mutation_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_for_training_with_state_dict_hooks_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_func_with_default_kwargs_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_func_with_keyword_only_args_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_func_with_kwargs_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_func_with_pytree_kwargs_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_func_with_var_keyword_args_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_func_with_var_keyword_pytree_args_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_func_with_var_postional_args_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_graph_with_no_inputs_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_input_mutation_bug_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_input_mutation_dynamic_shape_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_input_mutation_static_shape_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_linear_preserve_dynamic_shape_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_mod_constraints_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_preserve_linear_at_aot_level_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_preserve_linear_but_not_custom_op_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_script_module_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_then_compile_tensor_ctor_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_with_autocast_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_with_fake_tensor_inputs_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_with_inline_constraints_complex_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_with_inline_constraints_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_with_set_grad_enabled_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_export_with_wrong_inputs_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_external_call_non_strict_real_tensor_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_fake_inputs_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_fake_weights_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_float_conversion_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_fqn_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_hints_wrapper_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_hoo_inline_users_issue_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_if_functional_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_if_post_autograd_op_preserved_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_intermediate_shape_comp_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_is_nonzero_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_issue_113041_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_istft_op_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_keep_composite_ops_invalid_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_keep_composite_ops_linear_convd_for_training_ir_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_keep_composite_ops_linear_convd_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_kwargs_reorder_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_layer_sharing_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_lazy_module_kwargs_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_lifted_constants_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_linear_conv_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_map_buffers_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_map_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_masked_select_dynamic_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_mismatched_dynamic_shapes_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_mixed_input_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_module_dict_key_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_module_list_slice_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_module_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_module_with_dict_container_inp_out_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_modules_access_for_deleted_submodule_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_multiple_definitions_same_name_dim_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_nested_dynamic_shapes_spec_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_nested_module_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_nested_module_with_constant_buffer_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_nested_module_with_init_buffer_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_nested_module_with_parameter_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_nn_module_stack_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_nn_module_stack_shared_submodule_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_no_suggested_fixes_for_data_dependent_errors_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_no_tensor_computation_2_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_no_tensor_computation_3_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_no_tensor_computation_4_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_no_tensor_computation_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_non_arg_name_dynamic_shapes_api_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_non_persistent_buffer_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_non_strict_dynamic_shapes_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_non_strict_dynamic_shapes_suggested_fixes_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_nonstrict_retrace_preserves_metadata_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_nonzero_2_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_nonzero_dynamic_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_not_registered_parameter_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_output_node_name_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_pad_sequence_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_param_util_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_placeholder_naming_collisions_hoo_subgraphs_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_placeholder_naming_collisions_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_predispatch_cond_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_predispatch_grad_wrappers_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_preserve_module_call_signature_unflatten_specialization_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_preserve_requires_grad_placeholders_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_preserve_shape_dynamism_for_unused_inputs_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_profiling_code_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_pytree_register_data_class_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_pytree_register_nested_data_class_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_real_tensor_alias_dtype_mismatch_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_real_tensor_bool_cast_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_real_tensor_errors_on_aliasing_custom_op_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_real_tensor_for_max_op_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_real_tensor_size_mismatch_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_redundant_assert_max_upper_bound_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_redundant_asserts_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_refine_dynamic_shapes_from_suggested_fixes_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_reshape_view_helper_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_retracable_ep_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_retrace_pre_autograd_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_run_decomposition_supports_user_input_mutation_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_runtime_assert_for_prim_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_runtime_assert_for_prm_str_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_runtime_assert_with_size_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_set_example_inputs_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_set_grad_empty_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_set_grad_unflatten_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_setgrad_lifted_tensor_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_simple_export_for_training_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_slice_with_floordiv_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_solver_unsupported_sympy_function_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_specialize_derived_dim_roots_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_split_const_gm_with_lifted_constants_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_stack_trace_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_state_primitives_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_state_shape_attribute_assignment_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_state_tensors_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_static_dim_constraints_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_suggested_fixes_for_data_dependent_errors_basic_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_suggested_fixes_new_roots_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_sym_sqrt_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_symbool_item_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_symfloat_item_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_symint_item_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_symint_output_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_symint_tensor_return_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_tensor_attribute_zero_args_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_tensor_constant_with_wrapped_method_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_to_module_with_mutated_buffer_multiple_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_to_module_with_mutated_buffer_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_tolist_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_torch_check_eq_commutativity_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_torch_fn_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_trace_under_fake_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_train_eval_on_exported_preautograd_module_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unbacked_bindings_for_divisible_u_symint_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unbacked_deferred_runtime_retrace_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unbacked_slice_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unbacked_to_cond_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unbacked_to_cond_passthrough_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_asserts_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_multiple_graphs_dispatch_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_multiple_graphs_shared_submodule_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_multiple_graphs_state_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_no_unroll_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_random_dag_5_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_random_dag_6_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_random_dag_buf_8_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_random_dag_const_preserving_3_1_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_random_dag_const_preserving_3_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_random_dag_mutating_buf_4_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_random_dag_mutating_buf_6_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_random_dag_mutating_buf_9_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unflatten_random_dag_preserving_4_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_unused_aliases_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_use_embedding_twice_non_strict, test/export/test_export_nonstrict.py::NonStrictExportTestExport::test_user_input_and_buffer_mutation_non_strict 2024-12-18T00:49:31.2139733Z 2024-12-18T00:49:35.3909469Z Running inductor/test_gpu_cpp_wrapper 1/1 ... [2024-12-18 00:49:35.390244] 2024-12-18T00:49:35.3910215Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:49:35.3911415Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_gpu_cpp_wrapper.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:49:35.390646] 2024-12-18T00:49:43.7730412Z 2024-12-18T00:49:43.7731482Z inductor/test_gpu_cpp_wrapper 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_gpu_cpp_wrapper_1.1_0f4d461c21c4230d_.log 2024-12-18T00:49:43.7884010Z Running 292 items in this shard: test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_add_complex4_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_add_complex_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_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_bernoulli1_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_bitwise_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_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_buffer_use_after_remove_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_cat_slice_cat_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_consecutive_split_cumprod_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_conv_backward_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_convolution1_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_2_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_custom_op_3_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_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_bfloat16_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_uint8_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_float32_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_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_float64_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_fusion_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_float32_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_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_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_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int8_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int8_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int8_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int8_float64_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_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int8_int64_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_int8_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_int16_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_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dynamic_shapes_persistent_reduction_mixed_x_dim_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_embedding_bag_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_enable_dynamic_shapes_cpp_wrapper_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_fft_real_input_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_fft_real_input_real_output_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_foreach_cpp_wrapper_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_index_put_deterministic_fallback_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_index_tensor_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_inductor_layout_optimization_input_mutations_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_insignificant_strides_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_layer_norm_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_linear1_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_linear2_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_linear_relu_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_mm_plus_mm2_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_mm_plus_mm3_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_multi_threading_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_pointwise_hermite_polynomial_h_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_pointwise_hermite_polynomial_he_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_pow3_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_profiler_mark_wrapper_call_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_randint_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_reduction1_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_relu_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_repeat_interleave_2_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_roi_align_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_scalar_input_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_scaled_dot_product_efficient_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_transpose_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_add_complex4_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_add_complex_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_adding_tensor_offsets_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_addmm_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_batch_norm_2d_2_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_bernoulli1_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_bitwise_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_bmm2_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_buffer_use_after_remove_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_consecutive_split_cumprod_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_conv_backward_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_convolution1_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_custom_op_1_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_custom_op_2_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_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_int16_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_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_int8_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_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_float16_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_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_fusion_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_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_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_int32_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int32_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int32_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int32_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int32_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int32_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int32_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int32_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int32_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_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_int64_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_float32_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_int8_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_bfloat16_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_dtypeview_uint8_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_uint8_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_enable_dynamic_shapes_cpp_wrapper_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_foreach_cpp_wrapper_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_index_put_deterministic_fallback_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_index_tensor_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_inductor_layout_optimization_input_mutations_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_insignificant_strides_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_layer_norm_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_linear1_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_linear2_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_linear_relu_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_mm_plus_mm2_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_mm_plus_mm3_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_mm_views_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_multi_device_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_multi_threading_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_pow3_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_profiler_mark_wrapper_call_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_randint_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_reduction1_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_relu_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_repeat_interleave_2_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_roi_align_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_scalar_input_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_scaled_dot_product_attention_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_scaled_dot_product_efficient_attention_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_silu_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_sort_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_sum_dtype_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_sum_int_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_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_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_uint8_cuda_dynamic_shapes_gpu_wrapper 2024-12-18T00:49:43.8032742Z 2024-12-18T00:49:47.9168766Z Running test_custom_ops 1/1 ... [2024-12-18 00:49:47.916206] 2024-12-18T00:49:47.9169215Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:49:47.9170324Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_custom_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:49:47.916574] 2024-12-18T00:49:53.5422115Z 2024-12-18T00:49:53.5423299Z test_custom_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_custom_ops_1.1_a15dca49050ecec6_.log 2024-12-18T00:49:53.5509644Z Running 258 items in this shard: test/test_custom_ops.py::TestCustomOp::test_abstract_impl_on_existing_op, test/test_custom_ops.py::TestCustomOp::test_abstract_impl_on_existing_op_with_CompositeExplicitAutograd, test/test_custom_ops.py::TestCustomOp::test_abstract_impl_on_existing_op_with_CompositeImplicitAutograd, test/test_custom_ops.py::TestCustomOp::test_abstract_impl_on_existing_op_with_meta, test/test_custom_ops.py::TestCustomOp::test_autogen_aten_ops_are_pt2_compliant, test/test_custom_ops.py::TestCustomOp::test_autograd_function_backed_op, test/test_custom_ops.py::TestCustomOp::test_autograd_notimplemented, test/test_custom_ops.py::TestCustomOp::test_autograd_notimplemented_gradmode, test/test_custom_ops.py::TestCustomOp::test_backward_dict_grad_for_nontensor, test/test_custom_ops.py::TestCustomOp::test_backward_dict_invalid_keys, test/test_custom_ops.py::TestCustomOp::test_backward_dict_requires_keys_for_input_optional_tensors, test/test_custom_ops.py::TestCustomOp::test_backward_dict_requires_keys_for_input_tensors, test/test_custom_ops.py::TestCustomOp::test_backward_grads_are_tensor_or_none, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_CompositeImplicitAutograd, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_incorrect_schema_mutable, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_incorrect_schema_no_output, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_incorrect_schema_views, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_with_key_key_Autograd, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_with_key_key_AutogradCPU, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_with_key_key_AutogradCUDA, test/test_custom_ops.py::TestCustomOp::test_backward_output_differentiability_non_tensor, test/test_custom_ops.py::TestCustomOp::test_backward_output_differentiability_numel, test/test_custom_ops.py::TestCustomOp::test_backward_output_differentiability_tensorlist, test/test_custom_ops.py::TestCustomOp::test_backward_output_differentiability_type, test/test_custom_ops.py::TestCustomOp::test_backward_partially_registered, test/test_custom_ops.py::TestCustomOp::test_backward_returns_dict, test/test_custom_ops.py::TestCustomOp::test_backward_tensorlist_input_requires_list_grads, test/test_custom_ops.py::TestCustomOp::test_backward_tensorlist_input_requires_list_grads_none_or_Tensor, test/test_custom_ops.py::TestCustomOp::test_backward_tensorlist_input_requires_list_grads_with_same_numel, test/test_custom_ops.py::TestCustomOp::test_basic_make_fx, test/test_custom_ops.py::TestCustomOp::test_builtin_aten_ops_are_pt2_compliant, test/test_custom_ops.py::TestCustomOp::test_builtin_torchscript_ops, test/test_custom_ops.py::TestCustomOp::test_data_dependent_basic, test/test_custom_ops.py::TestCustomOp::test_data_dependent_compile, test/test_custom_ops.py::TestCustomOp::test_data_dependent_fake_tracing, test/test_custom_ops.py::TestCustomOp::test_data_dependent_nms_dynamic_compile, test/test_custom_ops.py::TestCustomOp::test_define_and_impl, test/test_custom_ops.py::TestCustomOp::test_define_bad_schema, test/test_custom_ops.py::TestCustomOp::test_define_validation, test/test_custom_ops.py::TestCustomOp::test_define_with_tags_list, test/test_custom_ops.py::TestCustomOp::test_define_with_tags_single, test/test_custom_ops.py::TestCustomOp::test_define_with_tags_tuple, test/test_custom_ops.py::TestCustomOp::test_defined_in_python, test/test_custom_ops.py::TestCustomOp::test_deploy_interaction, test/test_custom_ops.py::TestCustomOp::test_duplicate_impl, test/test_custom_ops.py::TestCustomOp::test_functionalize_error, test/test_custom_ops.py::TestCustomOp::test_impl_abstract_overload, test/test_custom_ops.py::TestCustomOp::test_impl_cpu, test/test_custom_ops.py::TestCustomOp::test_impl_device_cpu, test/test_custom_ops.py::TestCustomOp::test_impl_device_cuda, test/test_custom_ops.py::TestCustomOp::test_impl_device_function, test/test_custom_ops.py::TestCustomOp::test_impl_device_invalid, test/test_custom_ops.py::TestCustomOp::test_impl_function, test/test_custom_ops.py::TestCustomOp::test_impl_invalid_devices, test/test_custom_ops.py::TestCustomOp::test_impl_meta, test/test_custom_ops.py::TestCustomOp::test_impl_multiple, test/test_custom_ops.py::TestCustomOp::test_impl_on_existing_op, test/test_custom_ops.py::TestCustomOp::test_impl_on_existing_op_with_cpu_registration_key_CPU, test/test_custom_ops.py::TestCustomOp::test_impl_on_existing_op_with_cpu_registration_key_CUDA, test/test_custom_ops.py::TestCustomOp::test_impl_on_existing_op_with_cpu_registration_key_CompositeExplicitAutograd, test/test_custom_ops.py::TestCustomOp::test_impl_on_existing_op_with_cpu_registration_key_CompositeImplicitAutograd, test/test_custom_ops.py::TestCustomOp::test_impl_separate, test/test_custom_ops.py::TestCustomOp::test_incorrect_schema_types, test/test_custom_ops.py::TestCustomOp::test_infer_schema_no_return, test/test_custom_ops.py::TestCustomOp::test_infer_schema_supported, test/test_custom_ops.py::TestCustomOp::test_infer_schema_unsupported, test/test_custom_ops.py::TestCustomOp::test_invalid_qualname, test/test_custom_ops.py::TestCustomOp::test_invalid_schemas, test/test_custom_ops.py::TestCustomOp::test_is_functional_schema, test/test_custom_ops.py::TestCustomOp::test_is_tensorlist_like_type, test/test_custom_ops.py::TestCustomOp::test_legacy_define, test/test_custom_ops.py::TestCustomOp::test_legacy_impl, test/test_custom_ops.py::TestCustomOp::test_lifetime, test/test_custom_ops.py::TestCustomOp::test_meta_for_data_dependent_shape_operation, test/test_custom_ops.py::TestCustomOp::test_name_must_match, test/test_custom_ops.py::TestCustomOp::test_new_data_dependent_symint, test/test_custom_ops.py::TestCustomOp::test_not_implemented_error, test/test_custom_ops.py::TestCustomOp::test_private_ctor, test/test_custom_ops.py::TestCustomOp::test_reserved_ns, test/test_custom_ops.py::TestCustomOp::test_resolve_packet, test/test_custom_ops.py::TestCustomOp::test_save_for_backward_inputs_are_namedtuple, test/test_custom_ops.py::TestCustomOp::test_schema_matches_signature, test/test_custom_ops.py::TestCustomOp::test_sequences, test/test_custom_ops.py::TestCustomOp::test_supported_param_types, test/test_custom_ops.py::TestCustomOp::test_supported_return_types_multi_return, test/test_custom_ops.py::TestCustomOp::test_supported_return_types_single_return, test/test_custom_ops.py::TestCustomOp::test_supported_schemas, test/test_custom_ops.py::TestCustomOp::test_symints, test/test_custom_ops.py::TestCustomOp::test_unsupported_param_types, test/test_custom_ops.py::TestCustomOp::test_unsupported_schemas, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_delayed_error_no_requires_grad, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_inplace, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_mm, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_mm_errors, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_mm_fake, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_mm_meta, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_nonzero, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_delayed_error_no_requires_grad, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_inplace, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_mm, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_mm_errors, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_mm_fake, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_mm_meta, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_nonzero, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_delayed_error_no_requires_grad, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_inplace, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_mm, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_mm_errors, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_mm_fake, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_mm_meta, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_nonzero, test/test_custom_ops.py::MiniOpTest::test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_delayed_error_no_requires_grad, test/test_custom_ops.py::MiniOpTest::test_dont_generate, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_delayed_error_no_requires_grad, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_inplace, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_mm, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_mm_errors, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_mm_fake, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_mm_meta, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_nonzero, test/test_custom_ops.py::MiniOpTest::test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_inplace, test/test_custom_ops.py::MiniOpTest::test_mm, test/test_custom_ops.py::MiniOpTest::test_mm_errors, test/test_custom_ops.py::MiniOpTest::test_mm_fake, test/test_custom_ops.py::MiniOpTest::test_mm_meta, test/test_custom_ops.py::MiniOpTest::test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_nonzero, test/test_custom_ops.py::MiniOpTest::test_pt2_compliant_tag_aten_mm, test/test_custom_ops.py::MiniOpTest::test_pt2_compliant_tag_aten_nonzero, test/test_custom_ops.py::MiniOpTest::test_pt2_compliant_tag_aten_sin_, test/test_custom_ops.py::MiniOpTest::test_pt2_compliant_tag_mini_op_test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_pt2_compliant_tag_mini_op_test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_pt2_compliant_tag_mini_op_test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_schema__test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_schema__test_delayed_error_no_requires_grad, test/test_custom_ops.py::MiniOpTest::test_schema__test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_schema__test_inplace, test/test_custom_ops.py::MiniOpTest::test_schema__test_mm, test/test_custom_ops.py::MiniOpTest::test_schema__test_mm_errors, test/test_custom_ops.py::MiniOpTest::test_schema__test_mm_fake, test/test_custom_ops.py::MiniOpTest::test_schema__test_mm_meta, test/test_custom_ops.py::MiniOpTest::test_schema__test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_schema__test_nonzero, test/test_custom_ops.py::TestCustomOpAPI::test_basic, test/test_custom_ops.py::TestCustomOpAPI::test_compile, test/test_custom_ops.py::TestCustomOpAPI::test_default_values, test/test_custom_ops.py::TestCustomOpAPI::test_disallows_output_aliasing, test/test_custom_ops.py::TestCustomOpAPI::test_factory_function, test/test_custom_ops.py::TestCustomOpAPI::test_fake, test/test_custom_ops.py::TestCustomOpAPI::test_kwarg_only_tensors, test/test_custom_ops.py::TestCustomOpAPI::test_layout_constraint_tags, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_autograd, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_autograd_low_level, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake_source_idx_0, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake_source_idx_1, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake_source_idx_2, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake_source_idx_3, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake_source_idx_4, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake_source_idx_5, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_kernel, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_kernel_low_level, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_torch_dispatch, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_torch_dispatch_low_level, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_torch_dispatch_rule_mode, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_torch_dispatch_rule_subclass, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_vmap, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_vmap_library_decorator, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_vmap_op_decorator, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_vmap_register_multiple_times, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_vmap_register_multiple_times_2, test/test_custom_ops.py::TestCustomOpAPI::test_library_schema_infer, test/test_custom_ops.py::TestCustomOpAPI::test_manual_schema, test/test_custom_ops.py::TestCustomOpAPI::test_manual_schema_error, test/test_custom_ops.py::TestCustomOpAPI::test_multi_types, test/test_custom_ops.py::TestCustomOpAPI::test_mutated, test/test_custom_ops.py::TestCustomOpAPI::test_mutated_error, test/test_custom_ops.py::TestCustomOpAPI::test_mutated_unknown, test/test_custom_ops.py::TestCustomOpAPI::test_no_grad_skips_autograd, test/test_custom_ops.py::TestCustomOpAPI::test_overloading, test/test_custom_ops.py::TestCustomOpAPI::test_register_autograd_defaults, test/test_custom_ops.py::TestCustomOpAPI::test_register_autograd_error_cases, test/test_custom_ops.py::TestCustomOpAPI::test_register_autograd_kwargonly_low_level, test/test_custom_ops.py::TestCustomOpAPI::test_register_vmap_defaults, test/test_custom_ops.py::TestCustomOpAPI::test_register_vmap_kwargonly_low_level, test/test_custom_ops.py::TestCustomOpAPI::test_replacement, test/test_custom_ops.py::TestCustomOpAPI::test_set_kernel_enabled, test/test_custom_ops.py::TestCustomOpAPI::test_split_device, test/test_custom_ops.py::TestCustomOpAPI::test_supports_tensorlist, test/test_custom_ops.py::MiniOpTestOther::test_aot_dispatch_dynamic__test_nonzero_again, test/test_custom_ops.py::MiniOpTestOther::test_aot_dispatch_static__test_nonzero_again, test/test_custom_ops.py::MiniOpTestOther::test_autograd_registration__test_nonzero_again, test/test_custom_ops.py::MiniOpTestOther::test_faketensor__test_nonzero_again, test/test_custom_ops.py::MiniOpTestOther::test_nonzero_again, test/test_custom_ops.py::MiniOpTestOther::test_pt2_compliant_tag_aten_mm, test/test_custom_ops.py::MiniOpTestOther::test_pt2_compliant_tag_aten_nonzero, test/test_custom_ops.py::MiniOpTestOther::test_pt2_compliant_tag_aten_sin_, test/test_custom_ops.py::MiniOpTestOther::test_pt2_compliant_tag_mini_op_test_delayed_error, test/test_custom_ops.py::MiniOpTestOther::test_pt2_compliant_tag_mini_op_test_incorrect_schema, test/test_custom_ops.py::MiniOpTestOther::test_pt2_compliant_tag_mini_op_test_no_abstract, test/test_custom_ops.py::MiniOpTestOther::test_schema__test_nonzero_again, test/test_custom_ops.py::TestGenerateOpcheckTests::test_MiniOpTest, test/test_custom_ops.py::TestGenerateOpcheckTests::test_dont_generate_decorator, test/test_custom_ops.py::TestGenerateOpcheckTests::test_failures_dict_validation, test/test_custom_ops.py::TestGenerateOpcheckTests::test_generate_repro_no_save_data, test/test_custom_ops.py::TestGenerateOpcheckTests::test_generate_repro_save_data, test/test_custom_ops.py::TestGenerateOpcheckTests::test_is_inside_opcheck_mode, test/test_custom_ops.py::TestGenerateOpcheckTests::test_opcheck, test/test_custom_ops.py::TestGenerateOpcheckTests::test_opcheck_bad_op, test/test_custom_ops.py::TestGenerateOpcheckTests::test_opcheck_customopdef, test/test_custom_ops.py::TestGenerateOpcheckTests::test_opcheck_does_not_require_extra_deps, test/test_custom_ops.py::TestTypeConversion::test_mixed_types, test/test_custom_ops.py::TestTypeConversion::test_optional, test/test_custom_ops.py::TestTypeConversion::test_simple_tuple, test/test_custom_ops.py::TestTypeConversion::test_supported_types, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_aot_autograd_check_degenerate_cases_check_gradients_False_dynamic_False_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_aot_autograd_check_degenerate_cases_check_gradients_False_dynamic_True_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_aot_autograd_check_degenerate_cases_check_gradients_auto_dynamic_False_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_aot_autograd_check_degenerate_cases_check_gradients_auto_dynamic_True_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_assert_raises_regex_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_autograd_registered_at_backend_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_autograd_registration_check_autograd_kernel_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_autograd_registration_check_compositeimplicitautograd_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_autograd_registration_check_incorrect_composite_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_autograd_registration_check_incorrect_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_global_state_mutation_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_incorrect_abstract_impl_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_incorrect_schema_mutation_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_incorrect_schema_view_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_missing_abstract_impl_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_missing_functionalization_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_fails_basic_cuda, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpyCatCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpyCubeCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpyMulCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpyMulScalarCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpyNMSCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpyNonzeroCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpySortCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpySplitCopyCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpySplitCopyWithIntCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpyTakeCustomOp_cuda_float32, test/test_custom_ops.py::TestCustomOpTestingCUDA::test_opcheck_opinfo_NumpyViewCopyCustomOp_cuda_float32 2024-12-18T00:49:53.5594187Z 2024-12-18T00:49:57.6951924Z Running export/test_cpp_serdes 1/1 ... [2024-12-18 00:49:57.694627] 2024-12-18T00:49:57.6952592Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:49:57.6956052Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_cpp_serdes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:49:57.694999] 2024-12-18T00:50:01.0569336Z 2024-12-18T00:50:01.0570284Z 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_041faf82ef53660b_.log 2024-12-18T00:50:01.0574005Z 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 2024-12-18T00:50:01.0576404Z 2024-12-18T00:50:03.5725395Z 2024-12-18T00:50:03.5726938Z export/test_cpp_serdes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_cpp_serdes_1.1_280bba49f735da28_.log 2024-12-18T00:50:03.5885142Z Running 271 items in this shard: test/export/test_cpp_serdes.py::CppSerdesTestExport::test__scaled_dot_product_flash_attention_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_allow_explicit_guards_as_runtime_asserts_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_args_type_checked_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_aten_lift_fresh_copy_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_attention_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_automatic_constrain_size_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_automatic_dynamic_shapes_constant_relation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_automatic_dynamic_shapes_linear_relation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_automatic_dynamic_shapes_simple_equality_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_basic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_basic_non_strict_fake_tensor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_basic_non_strict_real_tensor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_buffer_util_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_check_is_size_error_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_check_specialized_int_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_checks_to_constrain_range_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cleanup_dynamic_markers_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_colon_parameter_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_compiling_state_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_buffers_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_contains_unbacked_no_escape_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_int_closure_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_unflatten_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_with_module_stack_export_with_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_with_module_stack_export_with_unflatten_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_aliasing_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_input_naming_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_no_user_inp_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_output_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_output_dup_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_requires_grad_const_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constrain_decomp_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constrain_size_in_eager_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constrain_size_with_constrain_value_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constrain_size_with_various_cases_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_conv_dynamic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_crop_like_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cse_for_symint_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_custom_op_auto_functionalize_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_custom_op_auto_functionalize_pre_dispatch_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_custom_op_auto_warn_pre_dispatch_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_custom_op_preserve_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_custom_tag_metadata_re_export_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_decomp_batch_norm_functional_predispatch_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_decomp_item_in_prim_after_decomposition_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_decomp_item_in_prim_before_decomposition_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_1_2_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_basic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_integer_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_nested_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_out_of_order_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_out_of_order_repeat_derived_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_out_of_order_simplified_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_repeat_derived_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_device_to_dynamic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_device_to_mutation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_device_to_mutation_float_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_device_to_static_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dim_1_2_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dim_auto_and_dim_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dim_dynamic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dim_dynamic_divisibility_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_disable_forced_specializations_errors_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_disable_forced_specializations_ok_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dont_duck_size_for_auto_dynamic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_double_lifted_constants_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_draft_export_checks_aliasing_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_draft_export_checks_mutation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_draft_export_checks_mutation_list_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_draft_export_checks_mutation_with_nan_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_draft_export_fake_kernel_inference_errors_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_draft_export_infers_fake_kernel_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_duplicate_modules_with_non_persistent_buffers_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_shapes_builder_basic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_shapes_builder_kwargs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_shapes_builder_pytree_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_shapes_serdes_generic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_shapes_serdes_user_errors_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_shapes_serdes_various_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_shapes_spec_with_pytree_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_sym_round_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_error_does_not_reference_eager_fallback_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_error_when_passing_mutating_primitive_op_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_api_with_dynamic_shapes_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_as_backend_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_cond_symbool_pred_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_cond_warns_constant_pred_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_custom_decomp_table_basic_pop_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_custom_decomp_table_container_methods_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_custom_op_lib_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_decomp_torture_case_1_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_decomp_torture_case_2_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_decomps_dynamic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_decomps_simple_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_dynamo_config_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_for_inference_e2e_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_for_training_run_decomp_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_for_training_with_container_type_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_for_training_with_dynamic_shapes_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_for_training_with_mutation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_for_training_with_state_dict_hooks_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_func_with_default_kwargs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_func_with_keyword_only_args_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_func_with_kwargs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_func_with_pytree_kwargs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_func_with_var_keyword_args_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_func_with_var_keyword_pytree_args_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_func_with_var_postional_args_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_graph_with_no_inputs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_input_mutation_bug_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_input_mutation_dynamic_shape_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_input_mutation_static_shape_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_linear_preserve_dynamic_shape_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_mod_constraints_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_preserve_linear_at_aot_level_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_preserve_linear_but_not_custom_op_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_script_module_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_then_compile_tensor_ctor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_autocast_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_fake_tensor_inputs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_inline_constraints_complex_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_inline_constraints_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_set_grad_enabled_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_wrong_inputs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_external_call_non_strict_real_tensor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_fake_inputs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_fake_weights_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_float_conversion_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_fqn_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_hints_wrapper_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_hoo_inline_users_issue_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_if_functional_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_if_post_autograd_op_preserved_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_intermediate_shape_comp_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_is_nonzero_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_issue_113041_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_istft_op_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_keep_composite_ops_invalid_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_keep_composite_ops_linear_convd_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_keep_composite_ops_linear_convd_for_training_ir_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_kwargs_reorder_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_layer_sharing_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_lazy_module_kwargs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_lifted_constants_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_linear_conv_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_map_buffers_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_map_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_masked_select_dynamic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_mismatched_dynamic_shapes_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_mixed_input_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_module_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_module_dict_key_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_module_list_slice_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_module_with_dict_container_inp_out_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_modules_access_for_deleted_submodule_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_multiple_definitions_same_name_dim_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nested_dynamic_shapes_spec_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nested_module_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nested_module_with_constant_buffer_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nested_module_with_init_buffer_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nested_module_with_parameter_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nn_module_stack_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nn_module_stack_shared_submodule_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_no_suggested_fixes_for_data_dependent_errors_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_no_tensor_computation_2_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_no_tensor_computation_3_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_no_tensor_computation_4_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_no_tensor_computation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_non_arg_name_dynamic_shapes_api_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_non_persistent_buffer_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_non_strict_dynamic_shapes_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_non_strict_dynamic_shapes_suggested_fixes_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nonstrict_retrace_preserves_metadata_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nonzero_2_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nonzero_dynamic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_not_registered_parameter_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_output_node_name_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_pad_sequence_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_param_util_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_placeholder_naming_collisions_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_placeholder_naming_collisions_hoo_subgraphs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_predispatch_cond_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_predispatch_grad_wrappers_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_preserve_module_call_signature_unflatten_specialization_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_preserve_requires_grad_placeholders_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_preserve_shape_dynamism_for_unused_inputs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_profiling_code_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_pytree_register_data_class_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_pytree_register_nested_data_class_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_real_tensor_alias_dtype_mismatch_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_real_tensor_bool_cast_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_real_tensor_errors_on_aliasing_custom_op_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_real_tensor_for_max_op_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_real_tensor_size_mismatch_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_redundant_assert_max_upper_bound_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_redundant_asserts_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_refine_dynamic_shapes_from_suggested_fixes_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_reshape_view_helper_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_retracable_ep_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_retrace_pre_autograd_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_run_decomposition_supports_user_input_mutation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_runtime_assert_for_prim_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_runtime_assert_for_prm_str_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_runtime_assert_with_size_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_set_example_inputs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_set_grad_empty_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_set_grad_unflatten_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_setgrad_lifted_tensor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_simple_export_for_training_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_slice_with_floordiv_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_solver_unsupported_sympy_function_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_specialize_derived_dim_roots_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_split_const_gm_with_lifted_constants_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_stack_trace_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_state_primitives_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_state_shape_attribute_assignment_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_state_tensors_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_static_dim_constraints_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_suggested_fixes_for_data_dependent_errors_basic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_suggested_fixes_new_roots_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_sym_sqrt_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symbool_item_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symfloat_item_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symint_item_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symint_output_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symint_tensor_return_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_tensor_attribute_zero_args_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_tensor_constant_with_wrapped_method_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_to_module_with_mutated_buffer_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_to_module_with_mutated_buffer_multiple_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_tolist_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_torch_check_eq_commutativity_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_torch_fn_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_trace_under_fake_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_train_eval_on_exported_preautograd_module_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_bindings_for_divisible_u_symint_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_deferred_runtime_retrace_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_slice_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_to_cond_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_to_cond_passthrough_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_asserts_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_multiple_graphs_dispatch_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_multiple_graphs_shared_submodule_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_multiple_graphs_state_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_no_unroll_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_5_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_6_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_buf_8_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_const_preserving_3_1_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_const_preserving_3_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_4_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_6_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_9_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_preserving_4_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unused_aliases_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_use_embedding_twice_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_user_input_and_buffer_mutation_cpp_serdes 2024-12-18T00:50:03.6037348Z 2024-12-18T00:50:05.3829799Z Running inductor/test_loop_ordering 1/1 ... [2024-12-18 00:50:05.382258] 2024-12-18T00:50:05.3830295Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:50:05.3831466Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_loop_ordering.py', '-m', 'not serial', '--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 00:50:05.382635] 2024-12-18T00:50:07.7887969Z Running inductor/test_smoke 1/1 ... [2024-12-18 00:50:07.788166] 2024-12-18T00:50:07.7888426Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:50:07.7890264Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_smoke.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:50:07.788561] 2024-12-18T00:50:10.5078126Z 2024-12-18T00:50:10.5079345Z inductor/test_loop_ordering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_loop_ordering_1.1_8e42ddbbba6ef9ff_.log 2024-12-18T00:50:10.5088498Z Running 15 items in this shard: test/inductor/test_loop_ordering.py::ImplDetailTest::test_reorder_and_merge_loops, test/inductor/test_loop_ordering.py::ImplDetailTest::test_reorder_modular_indexing, test/inductor/test_loop_ordering.py::ImplDetailTest::test_reorder_twice, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_apbt_realize, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_different_broadcast_shapes, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_different_reduction_order, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_for_reordering_reindex, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_fp8_cast_and_t, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_fp8_pattern_2, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_fuse_reduction_with_tiled_pw, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_keep_fake_dep, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_pw_outer_red, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_pw_outer_red_2, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_sum_and_t, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_view 2024-12-18T00:50:10.5096504Z 2024-12-18T00:50:11.9630950Z 2024-12-18T00:50:11.9631851Z inductor/test_smoke 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_smoke_1.1_c22bacd6f45ef3d4_.log 2024-12-18T00:50:11.9632534Z 2024-12-18T00:50:14.8304085Z Running inductor/test_flex_decoding 1/1 ... [2024-12-18 00:50:14.829807] 2024-12-18T00:50:14.8304585Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:50:14.8305769Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_flex_decoding.py', '-m', 'not serial', '--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 00:50:14.830188] 2024-12-18T00:50:16.2171622Z Running inductor/test_kernel_benchmark 1/1 ... [2024-12-18 00:50:16.216591] 2024-12-18T00:50:16.2172138Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:50:16.2174813Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_kernel_benchmark.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:50:16.217029] 2024-12-18T00:50:20.5066301Z 2024-12-18T00:50:20.5067452Z inductor/test_flex_decoding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_flex_decoding_1.1_6c86417bc57093c1_.log 2024-12-18T00:50:20.5432225Z Running 530 items in this shard: test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod0_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod0_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod0_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod1_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod1_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod1_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod2_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod2_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod2_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod3_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod3_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod3_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod4_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod4_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod4_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod5_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod5_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod5_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod6_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod6_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod6_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod7_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod7_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod7_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod8_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod8_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_bfloat16_score_mod8_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod0_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod0_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod0_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod0_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod1_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod1_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod1_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod1_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod2_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod2_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod2_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod2_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod3_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod3_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod3_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod3_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod4_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod4_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod4_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod4_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod5_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod5_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod5_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod5_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod6_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod6_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod6_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod6_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod7_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod7_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod7_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod7_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod8_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod8_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod8_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_bfloat16_score_mod8_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod0_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod0_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod0_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod0_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod1_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod1_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod1_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod1_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod2_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod2_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod2_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod2_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod3_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod3_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod3_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod3_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod4_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod4_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod4_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod4_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod5_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod5_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod5_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod5_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod6_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod6_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod6_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod6_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod7_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod7_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod7_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod7_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod8_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod8_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod8_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float16_score_mod8_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod0_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod0_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod0_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod0_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod1_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod1_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod1_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod1_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod2_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod2_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod2_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod2_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod3_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod3_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod3_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod3_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod4_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod4_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod4_BLOCK_SIZE_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod4_BLOCK_SIZE_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod5_BLOCK_SIZE2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod5_BLOCK_SIZE3, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_builtin_score_mods_different_block_size_float32_score_mod5_BLOCK_SIZE_128, 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test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod5_head_dims0_page_size_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod5_head_dims0_page_size_256, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod5_head_dims0_page_size_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod5_head_dims1_page_size_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod5_head_dims1_page_size_256, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod5_head_dims1_page_size_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod5_head_dims2_page_size_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod5_head_dims2_page_size_256, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod5_head_dims2_page_size_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod6_head_dims0_page_size_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod6_head_dims0_page_size_256, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod6_head_dims0_page_size_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod6_head_dims1_page_size_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod6_head_dims1_page_size_256, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod6_head_dims1_page_size_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod6_head_dims2_page_size_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod6_head_dims2_page_size_256, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod6_head_dims2_page_size_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod7_head_dims0_page_size_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod7_head_dims0_page_size_256, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod7_head_dims0_page_size_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod7_head_dims1_page_size_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod7_head_dims1_page_size_256, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod7_head_dims1_page_size_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod7_head_dims2_page_size_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod7_head_dims2_page_size_256, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod7_head_dims2_page_size_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod8_head_dims0_page_size_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod8_head_dims0_page_size_256, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod8_head_dims0_page_size_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod8_head_dims1_page_size_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod8_head_dims1_page_size_256, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod8_head_dims1_page_size_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod8_head_dims2_page_size_128, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod8_head_dims2_page_size_256, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_paged_attention_page_size_float16_score_mod8_head_dims2_page_size_64, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_recompile_changed_score_mod_float16, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_seq_masking_float16, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_silu_on_score_float16, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_skip_odd_keys_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_skip_odd_keys_float16, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_skip_odd_keys_float32, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s0_v_s0_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s0_v_s0_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s0_v_s0_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s0_v_s1_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s0_v_s1_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s0_v_s1_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s0_v_s2_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s0_v_s2_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s0_v_s2_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s0_v_s3_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s0_v_s3_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s0_v_s3_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s1_v_s0_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s1_v_s0_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s1_v_s0_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s1_v_s1_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s1_v_s1_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s1_v_s1_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s1_v_s2_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s1_v_s2_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s1_v_s2_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s1_v_s3_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s1_v_s3_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s1_v_s3_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s2_v_s0_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s2_v_s0_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s2_v_s0_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s2_v_s1_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s2_v_s1_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s2_v_s1_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s2_v_s2_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s2_v_s2_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s2_v_s2_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s2_v_s3_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s2_v_s3_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s2_v_s3_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s3_v_s0_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s3_v_s0_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s3_v_s0_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s3_v_s1_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s3_v_s1_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s3_v_s1_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s3_v_s2_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s3_v_s2_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s3_v_s2_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s3_v_s3_head_dims0, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s3_v_s3_head_dims1, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_strided_inputs_float16_k_s3_v_s3_head_dims2, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_subgraph_respect_decompostion_float16, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_windowed_full_mask_vs_sdpa, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_windowed_full_mask_vs_sdpa_paged_attention, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_windowed_no_mask_vs_sdpa, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_windowed_no_mask_vs_sdpa_paged_attention, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_windowed_partial_block_vs_sdpa, test/inductor/test_flex_decoding.py::TestFlexDecoding::test_windowed_partial_block_vs_sdpa_paged_attention 2024-12-18T00:50:20.5783654Z 2024-12-18T00:50:20.6915872Z 2024-12-18T00:50:20.6917271Z inductor/test_kernel_benchmark 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_kernel_benchmark_1.1_cd6309685e7ae17d_.log 2024-12-18T00:50:20.6930459Z Running 18 items in this shard: test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_fused_layernorm_bandwidth_computation, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_matmul_bandwidth_computation, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_matmul_triton_kernel_benchmark, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_mm_slice_add_bandwidth_computation, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_mm_slice_add_bandwidth_computation_2, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_mm_triton_kernel_benchmark, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_pw_kernel_benchmark, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_reduction_bandwidth_computation, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_remove_inductor_deps, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_remove_inductor_deps_multiple_kernels, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_remove_inductor_deps_scalar, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_remove_inductor_deps_templates, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_slice_add_bandwidth_computation, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_slice_add_cat_bandwidth_computation, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_slice_mm_bandwidth_computation, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_split_scan, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_star_dep, test/inductor/test_kernel_benchmark.py::TestKernelBenchmark::test_unused_input_bandwidth_computation 2024-12-18T00:50:20.6942189Z 2024-12-18T00:50:24.7646633Z Running export/test_serdes 1/1 ... [2024-12-18 00:50:24.764071] 2024-12-18T00:50:24.7647100Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:50:24.7648793Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_serdes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:50:24.764507] 2024-12-18T00:50:24.9435872Z Running export/test_unflatten_training_ir 1/1 ... [2024-12-18 00:50:24.942965] 2024-12-18T00:50:24.9436402Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:50:24.9438040Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_unflatten_training_ir.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:50:24.943367] 2024-12-18T00:50:29.5678102Z 2024-12-18T00:50:29.5679539Z export/test_unflatten_training_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_unflatten_training_ir_1.1_a8464c6b2518567a_.log 2024-12-18T00:50:29.5701486Z Running 25 items in this shard: test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_attr_as_submod_input_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_dedup_sym_size_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_double_nested_submodule_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_duplicate_placeholder_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_fx_trace_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_nested_leaf_non_strict_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_placeholder_and_get_attr_ordering_after_unflattened_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_simple_alias_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_buffer_mutation_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_constant_obj_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_constant_tensor_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_container_type_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_eager_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_nested_access_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_nested_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_param_list_dict_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_preserve_signature_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_preserve_with_unused_input_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_requires_grad_param_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_shared_submodule_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_skipped_call_module_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_submodule_ordering_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_with_inplace_compile_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_wrong_input_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflattened_module_nodes_has_meta_val_training_ir 2024-12-18T00:50:29.5723078Z 2024-12-18T00:50:31.1429949Z 2024-12-18T00:50:31.1431044Z export/test_serdes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_serdes_1.1_f8ba4681dcfc1b4e_.log 2024-12-18T00:50:31.1791291Z Running 554 items in this shard: test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_assume_static_by_default_serdes, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_constraints_error_not_in_range_serdes, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_constraints_error_serdes, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_inline_constraints_serdes, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_slice_maxsize_serdes, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_strict_narrow_unbacked_expr_serdes, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_export_assume_static_by_default_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_export_constraints_error_not_in_range_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_export_constraints_error_serdes_non_strict, 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test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_layer_sharing_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_lazy_module_kwargs_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_lifted_constants_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_linear_conv_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_map_buffers_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_map_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_masked_select_dynamic_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_mismatched_dynamic_shapes_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_mixed_input_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_module_dict_key_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_module_list_slice_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_module_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_module_with_dict_container_inp_out_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_modules_access_for_deleted_submodule_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_multiple_definitions_same_name_dim_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_nested_dynamic_shapes_spec_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_nested_module_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_nested_module_with_constant_buffer_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_nested_module_with_init_buffer_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_nested_module_with_parameter_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_nn_module_stack_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_nn_module_stack_shared_submodule_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_no_suggested_fixes_for_data_dependent_errors_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_no_tensor_computation_2_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_no_tensor_computation_3_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_no_tensor_computation_4_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_no_tensor_computation_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_non_persistent_buffer_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_non_strict_dynamic_shapes_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_non_strict_dynamic_shapes_suggested_fixes_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_nonstrict_retrace_preserves_metadata_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_nonzero_2_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_nonzero_dynamic_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_not_registered_parameter_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_output_node_name_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_pad_sequence_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_param_util_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_placeholder_naming_collisions_hoo_subgraphs_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_placeholder_naming_collisions_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_predispatch_cond_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_predispatch_grad_wrappers_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_preserve_module_call_signature_unflatten_specialization_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_preserve_requires_grad_placeholders_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_preserve_shape_dynamism_for_unused_inputs_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_profiling_code_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_pytree_register_data_class_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_pytree_register_nested_data_class_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_real_tensor_alias_dtype_mismatch_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_real_tensor_bool_cast_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_real_tensor_errors_on_aliasing_custom_op_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_real_tensor_for_max_op_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_real_tensor_size_mismatch_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_redundant_assert_max_upper_bound_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_redundant_asserts_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_refine_dynamic_shapes_from_suggested_fixes_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_reshape_view_helper_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_retracable_ep_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_retrace_pre_autograd_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_run_decomposition_supports_user_input_mutation_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_runtime_assert_for_prim_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_runtime_assert_for_prm_str_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_runtime_assert_with_size_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_set_example_inputs_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_set_grad_empty_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_set_grad_unflatten_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_setgrad_lifted_tensor_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_simple_export_for_training_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_slice_with_floordiv_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_solver_unsupported_sympy_function_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_specialize_derived_dim_roots_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_split_const_gm_with_lifted_constants_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_stack_trace_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_state_primitives_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_state_shape_attribute_assignment_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_state_tensors_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_static_dim_constraints_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_basic_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_suggested_fixes_new_roots_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_sym_sqrt_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symbool_item_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symfloat_item_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symint_item_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symint_output_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symint_tensor_return_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_tensor_attribute_zero_args_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_tensor_constant_with_wrapped_method_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_to_module_with_mutated_buffer_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_tolist_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_torch_check_eq_commutativity_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_torch_fn_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_trace_under_fake_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_train_eval_on_exported_preautograd_module_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_bindings_for_divisible_u_symint_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_deferred_runtime_retrace_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_slice_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_to_cond_passthrough_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_to_cond_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_asserts_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_multiple_graphs_dispatch_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_multiple_graphs_shared_submodule_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_multiple_graphs_state_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_no_unroll_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_5_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_6_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_buf_8_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_1_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_4_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_6_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_9_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_preserving_4_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unused_aliases_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_use_embedding_twice_serdes_non_strict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_user_input_and_buffer_mutation_serdes_non_strict 2024-12-18T00:50:31.2048446Z 2024-12-18T00:50:33.8464198Z Running inductor/test_triton_syntax 1/1 ... [2024-12-18 00:50:33.845755] 2024-12-18T00:50:33.8464703Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:50:33.8465851Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_syntax.py', '-m', 'not serial', '--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 00:50:33.846182] 2024-12-18T00:50:34.1186839Z 2024-12-18T00:50:34.1187917Z inductor/test_cpu_repro 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_repro_1.1_a42e7d701cc871bf_.log 2024-12-18T00:50:34.1707926Z Running 712 items in this shard: test/inductor/test_cpu_repro.py::CPUReproTests::test_ModularIndexing_range_issue_103133, test/inductor/test_cpu_repro.py::CPUReproTests::test__adaptive_avg_pool2d, test/inductor/test_cpu_repro.py::CPUReproTests::test_acosh_with_negative_large_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_add_layernorm, test/inductor/test_cpu_repro.py::CPUReproTests::test_argmax_argmin_with_nan_value, test/inductor/test_cpu_repro.py::CPUReproTests::test_argmin, test/inductor/test_cpu_repro.py::CPUReproTests::test_aten_normal_dtype, test/inductor/test_cpu_repro.py::CPUReproTests::test_atomic_add_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_attention_size_mismatch, test/inductor/test_cpu_repro.py::CPUReproTests::test_auto_simd, test/inductor/test_cpu_repro.py::CPUReproTests::test_auto_zvec_vsx_simd, test/inductor/test_cpu_repro.py::CPUReproTests::test_avx2_bool_constant_pad_nd, test/inductor/test_cpu_repro.py::CPUReproTests::test_bf16_zeros, test/inductor/test_cpu_repro.py::CPUReproTests::test_bitwise_right_shift, test/inductor/test_cpu_repro.py::CPUReproTests::test_bool_reduction_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_broadcast_mul_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_broadcast_scalar_cpp_tile_2d_kernel, test/inductor/test_cpu_repro.py::CPUReproTests::test_cat_mul, test/inductor/test_cpu_repro.py::CPUReproTests::test_channel_shuffle_cl_output, test/inductor/test_cpu_repro.py::CPUReproTests::test_channels_last_view_as_complex, test/inductor/test_cpu_repro.py::CPUReproTests::test_complex_memory_overlap, test/inductor/test_cpu_repro.py::CPUReproTests::test_concat_inner_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_consistent_remove_buffers, test/inductor/test_cpu_repro.py::CPUReproTests::test_constant_bool_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_constant_store, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv2d_autocast, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv2d_bn_mixed_dtype, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv2d_packed, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv_in_channel_1_dynamic_shapes, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv_stride_constraints, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv_transpose2d_has_output_size_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv_transpose2d_packed_cpu, 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_fp32_to_double_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_fp32_to_int64_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_int32_to_int64_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_int64_to_fp32_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_int64_to_int32_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_int8_to_half_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_cpp_kernel_profile, test/inductor/test_cpu_repro.py::CPUReproTests::test_cpu_vec_cosim, test/inductor/test_cpu_repro.py::CPUReproTests::test_decomposed_dequant_relu_quant_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_decomposed_dequant_relu_quant_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_decomposed_fake_quant_per_channel, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_maxpool2d_lowering_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_maxpool2d_lowering_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_quant_lowering_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_quant_lowering_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_relu_quant_dequant_relu_quant_lowering_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_relu_quant_dequant_relu_quant_lowering_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_disabled_amp_is_inference_False, test/inductor/test_cpu_repro.py::CPUReproTests::test_disabled_amp_is_inference_True, 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_double_reduction_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_eliminate_meaningless_copy, test/inductor/test_cpu_repro.py::CPUReproTests::test_embedding_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_embedding_vec_bf16, test/inductor/test_cpu_repro.py::CPUReproTests::test_expr_vec_non_contiguous, test/inductor/test_cpu_repro.py::CPUReproTests::test_for_loop_collapsed, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp32_load_with_to_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_bfloat16_shape_15,3,13, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_bfloat16_shape_4,2048,4096, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_float16_shape_15,3,13, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_float16_shape_4,2048,4096, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_float32_shape_15,3,13, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_float32_shape_4,2048,4096, test/inductor/test_cpu_repro.py::CPUReproTests::test_full_bits_lowp, test/inductor/test_cpu_repro.py::CPUReproTests::test_full_boolean_dynamic_shape, test/inductor/test_cpu_repro.py::CPUReproTests::test_fused_attention_conv, test/inductor/test_cpu_repro.py::CPUReproTests::test_fused_node, test/inductor/test_cpu_repro.py::CPUReproTests::test_group_norm_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_highp_to_lowp_cse_var_cache_with_store, test/inductor/test_cpu_repro.py::CPUReproTests::test_horizontal_fusion, test/inductor/test_cpu_repro.py::CPUReproTests::test_in_out_buffer, test/inductor/test_cpu_repro.py::CPUReproTests::test_index_propagation_issue_102065, test/inductor/test_cpu_repro.py::CPUReproTests::test_inplace_add_alpha, test/inductor/test_cpu_repro.py::CPUReproTests::test_inplace_squeeze_needed, 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_int32_reduction_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_int64_pointwise_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_int64_reduction_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_int_div, test/inductor/test_cpu_repro.py::CPUReproTests::test_int_div_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_invalid_dropout_args, test/inductor/test_cpu_repro.py::CPUReproTests::test_invalid_index_of_empty_tensor, test/inductor/test_cpu_repro.py::CPUReproTests::test_ir_node_str, test/inductor/test_cpu_repro.py::CPUReproTests::test_issue122380, test/inductor/test_cpu_repro.py::CPUReproTests::test_linear_buffer_reuse, test/inductor/test_cpu_repro.py::CPUReproTests::test_linear_float64, test/inductor/test_cpu_repro.py::CPUReproTests::test_linear_packed, test/inductor/test_cpu_repro.py::CPUReproTests::test_linear_used_from_multiple_places, test/inductor/test_cpu_repro.py::CPUReproTests::test_linear_with_no_default_contiguous_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_linear_with_reshape, test/inductor/test_cpu_repro.py::CPUReproTests::test_load_half, test/inductor/test_cpu_repro.py::CPUReproTests::test_load_inf_bf16, test/inductor/test_cpu_repro.py::CPUReproTests::test_load_same_bool_tensor_twice, test/inductor/test_cpu_repro.py::CPUReproTests::test_local_buffer_in_outer_loop_fusion, test/inductor/test_cpu_repro.py::CPUReproTests::test_local_buffer_with_line_reuse, test/inductor/test_cpu_repro.py::CPUReproTests::test_logical_op_store_to_lowp_data_dtype, test/inductor/test_cpu_repro.py::CPUReproTests::test_lowp_fp_neg_abs, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_change_input_sizes_cpu_unbatched_False_input_size_2_hidden_size_5_num_layers_3_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_2_seq_len_3, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_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_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_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_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_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_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_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_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_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_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_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_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_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_False_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_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_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_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_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_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_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_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_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_False_batch_first_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_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_7, 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test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_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_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_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_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_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_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_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_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_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_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_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_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_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_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_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_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_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_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_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_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_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_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_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_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_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_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_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_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_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_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_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_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_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_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_1_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_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_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_False_batch_size_7_seq_len_7, 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test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_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_7, 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test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_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_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, 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test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_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_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_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_True_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_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_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_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_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_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_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_False_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, 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test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_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_7_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_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_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_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_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_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_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_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_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_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_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_1_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_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_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_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_True_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_True_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_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_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_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, 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test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_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_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_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_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_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_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_7, 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test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_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_False_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_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_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_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_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_7, 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test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_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_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_False_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_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_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_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_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_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_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_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_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_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_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_masked_load_int64_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_max_reduction_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_maxpool2d_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_maxpool2d_with_pre_loop_collapse_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_memory_copy_with_fusion, test/inductor/test_cpu_repro.py::CPUReproTests::test_meta_device, test/inductor/test_cpu_repro.py::CPUReproTests::test_mkl_linear, test/inductor/test_cpu_repro.py::CPUReproTests::test_module_buffer_mutation, test/inductor/test_cpu_repro.py::CPUReproTests::test_multihead_attention_cpu, test/inductor/test_cpu_repro.py::CPUReproTests::test_new_vec_op_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_nn_param_assign, test/inductor/test_cpu_repro.py::CPUReproTests::test_nn_param_assign_wrapped, test/inductor/test_cpu_repro.py::CPUReproTests::test_no_op_squeeze, test/inductor/test_cpu_repro.py::CPUReproTests::test_no_redundant_to_dtypes_between_fused_scheduler_node, test/inductor/test_cpu_repro.py::CPUReproTests::test_non_contiguous_index_with_constant_stride, test/inductor/test_cpu_repro.py::CPUReproTests::test_non_contiguous_load_buf_quant_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_non_contiguous_load_buf_quant_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_non_contiguous_reduction_store, test/inductor/test_cpu_repro.py::CPUReproTests::test_ops_masked_with_bool_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_outer_loop_fusion, test/inductor/test_cpu_repro.py::CPUReproTests::test_pack_padded_sequence_lstm, test/inductor/test_cpu_repro.py::CPUReproTests::test_pad_with_nan_value, test/inductor/test_cpu_repro.py::CPUReproTests::test_parallel_num_threads, 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_per_channel_fake_quant_module_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_channel_fake_quant_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_channel_fake_quant_uint8_bf16_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_tensor_fake_quant_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_tensor_fake_quant_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_pow_cos, test/inductor/test_cpu_repro.py::CPUReproTests::test_randint_symint_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_reduce_with_masked, test/inductor/test_cpu_repro.py::CPUReproTests::test_reduction_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_reduction_float_to_int64, test/inductor/test_cpu_repro.py::CPUReproTests::test_reduction_with_dynamic_threads, test/inductor/test_cpu_repro.py::CPUReproTests::test_redundant_to_node_elimination_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_relu_with_inf_value, test/inductor/test_cpu_repro.py::CPUReproTests::test_repeat_interleave, test/inductor/test_cpu_repro.py::CPUReproTests::test_repeated_exp, test/inductor/test_cpu_repro.py::CPUReproTests::test_scalar_mul_bfloat16, test/inductor/test_cpu_repro.py::CPUReproTests::test_scalar_sign_with_min, test/inductor/test_cpu_repro.py::CPUReproTests::test_scatter_using_atomic_add, test/inductor/test_cpu_repro.py::CPUReproTests::test_scatter_using_atomic_add_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_select_tiliing_with_index_expr, test/inductor/test_cpu_repro.py::CPUReproTests::test_set_source_Tensor, test/inductor/test_cpu_repro.py::CPUReproTests::test_share_local_buffers_in_outer_loop_fusion, test/inductor/test_cpu_repro.py::CPUReproTests::test_sigmoid_with_reduction, test/inductor/test_cpu_repro.py::CPUReproTests::test_sign_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_skip_cpp_codegen, 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_symbolic_shape_scalar_value_reduction, test/inductor/test_cpu_repro.py::CPUReproTests::test_tile2d_load_decomposed_dequant_add_relu_quant_int8, 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_to_channels_last_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_to_dtype_bool_float, test/inductor/test_cpu_repro.py::CPUReproTests::test_to_dtype_float_bool, test/inductor/test_cpu_repro.py::CPUReproTests::test_to_uint8_rounding_method, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_copy, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_mxn_16_16_bf16_fp16, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_mxn_32_32_bf16_fp16, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_non_contiguous, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_sum2d_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_sum_outer, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_vertical_sum_cpu_only, 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, 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_uint64_pointwise_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_uint64_reduction_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_uint8_add, test/inductor/test_cpu_repro.py::CPUReproTests::test_uint8_sub, test/inductor/test_cpu_repro.py::CPUReproTests::test_unrolled_bool_prod_vectorized, test/inductor/test_cpu_repro.py::CPUReproTests::test_unsupported_conv_transpose, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_bitwise, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_compare_op_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_contiguous_ModularIndexing, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_cpu_only_for_all_available_isa, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_dynamic_shapes, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_indirect_load_cse_cache, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_kernel_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_logical, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_randn, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_remainder, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_transpose_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_vertical_sum_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_view_dtype 2024-12-18T00:50:34.2207707Z 2024-12-18T00:50:35.3704935Z Running inductor/test_config 1/1 ... [2024-12-18 00:50:35.369939] 2024-12-18T00:50:35.3705415Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:50:35.3707204Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_config.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:50:35.370325] 2024-12-18T00:50:38.3203708Z 2024-12-18T00:50:38.3205330Z inductor/test_triton_syntax 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_syntax_1.1_649f15ee27bd3486_.log 2024-12-18T00:50:38.3206553Z Running 1 items in this shard: test/inductor/test_triton_syntax.py::TestTritonSyntacticallyValid::test_triton_sqrt 2024-12-18T00:50:38.3207088Z 2024-12-18T00:50:38.3339491Z Running inductor/test_debug_trace 1/1 ... [2024-12-18 00:50:38.333522] 2024-12-18T00:50:38.3340598Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:50:38.3343161Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_debug_trace.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:50:38.333936] 2024-12-18T00:50:41.8004172Z 2024-12-18T00:50:41.8005830Z inductor/test_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_config_1.1_64d27989e3b996a3_.log 2024-12-18T00:50:41.8010640Z Running 11 items in this shard: test/inductor/test_config.py::TestInductorConfig::test_api_options, test/inductor/test_config.py::TestInductorConfig::test_compile_api, test/inductor/test_config.py::TestInductorConfig::test_compile_api_passes_config, test/inductor/test_config.py::TestInductorConfig::test_get_compiler_config, test/inductor/test_config.py::TestInductorConfig::test_hasattr, test/inductor/test_config.py::TestInductorConfig::test_invalid_backend, test/inductor/test_config.py::TestInductorConfig::test_invalid_names, test/inductor/test_config.py::TestInductorConfig::test_non_inductor_backend, test/inductor/test_config.py::TestInductorConfig::test_patch, test/inductor/test_config.py::TestInductorConfig::test_save_load, test/inductor/test_config.py::TestInductorConfig::test_set 2024-12-18T00:50:41.8014733Z 2024-12-18T00:50:42.7619101Z Running inductor/test_external_callables 1/1 ... [2024-12-18 00:50:42.761293] 2024-12-18T00:50:42.7619620Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:50:42.7620995Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_external_callables.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:50:42.761727] 2024-12-18T00:50:45.7253829Z 2024-12-18T00:50:45.7254940Z inductor/test_debug_trace 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_debug_trace_1.1_8c652d77cd36afe3_.log 2024-12-18T00:50:45.7256774Z Running 3 items in this shard: test/inductor/test_debug_trace.py::TestDebugTrace::test_debug_multi_tempalte, test/inductor/test_debug_trace.py::TestDebugTrace::test_debug_printer_const, test/inductor/test_debug_trace.py::TestDebugTrace::test_debug_trace 2024-12-18T00:50:45.7257946Z 2024-12-18T00:50:46.2369162Z Running inductor/test_move_constructors_to_cuda 1/1 ... [2024-12-18 00:50:46.236286] 2024-12-18T00:50:46.2369754Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:50:46.2371362Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_move_constructors_to_cuda.py', '-m', 'not serial', '--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 00:50:46.236747] 2024-12-18T00:50:47.2859292Z 2024-12-18T00:50:47.2860714Z inductor/test_external_callables 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_external_callables_1.1_7326d703e115f534_.log 2024-12-18T00:50:47.2863864Z Running 3 items in this shard: test/inductor/test_external_callables.py::TestInductorExternalCallable::test_matmul_cpu, test/inductor/test_external_callables.py::TestInductorExternalCallable::test_matmul_cuda, test/inductor/test_external_callables.py::TestInductorExternalCallable::test_matmul_dup 2024-12-18T00:50:47.2866467Z 2024-12-18T00:50:49.9509863Z Running inductor/test_mkldnn_pattern_matcher 1/1 ... [2024-12-18 00:50:49.950340] 2024-12-18T00:50:49.9510400Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:50:49.9512446Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mkldnn_pattern_matcher.py', '-m', 'not serial', '--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 00:50:49.950745] 2024-12-18T00:50:50.7612768Z 2024-12-18T00:50:50.7614408Z inductor/test_move_constructors_to_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_move_constructors_to_cuda_1.1_a8d67e4ac8d69140_.log 2024-12-18T00:50:50.7618386Z Running 7 items in this shard: test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_multi_gpu, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_multiple_constructors, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_no_gpu, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_non_convertable_op_failure, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_output_failure, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_sets_equiv, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_simple 2024-12-18T00:50:50.7621633Z 2024-12-18T00:50:51.5317631Z Running dynamo/test_inline_inbuilt_nn_modules 1/1 ... [2024-12-18 00:50:51.531024] 2024-12-18T00:50:51.5318468Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:50:51.5320299Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_inline_inbuilt_nn_modules.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:50:51.531443] 2024-12-18T00:50:55.0821776Z Running inductor/test_torchinductor 1/2 ... [2024-12-18 00:50:55.081491] 2024-12-18T00:50:55.0822505Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:50:55.0824233Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:50:55.081908] 2024-12-18T00:50:57.0305932Z 2024-12-18T00:50:57.0307092Z inductor/test_mkldnn_pattern_matcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mkldnn_pattern_matcher_1.1_57b33bd0b501b4eb_.log 2024-12-18T00:50:57.0359196Z Running 113 items in this shard: test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv2d_add_scalar, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv2d_binary, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv2d_binary_broadcast_shapes_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv2d_binary_fusion_failed, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv2d_binary_inplace_fusion_failed_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv2d_binary_inplace_fusion_pass_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv2d_unary_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv3d_binary, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv3d_binary_broadcast_shapes_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv3d_unary_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv_transpose2d_unary_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv_transpose3d_unary_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_dynamic_qlinear_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_dynamic_qlinear_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_dynamic_qlinear_qat_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_hardtanh_pattern_fallback, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_leaky_relu_pattern_fallback, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_add_bias, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_binary, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_binary_broadcast_shapes_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_dynamic_fp16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_fp32, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_input_non_contiguous_3D_wo_bias, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_relu_dynamic_fp16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_unary, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_multi_linear_share_same_input, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_add, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_add_relu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_hardswish, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_hardtanh, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_relu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_relu6, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_silu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qcat, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_3, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_broadcast_shapes_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_relu_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_relu_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_dequant_promotion_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_hardswish_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_hardswish_int8_mixed_bf16_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_hardswish_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_hardtanh_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_hardtanh_int8_mixed_bf16_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_hardtanh_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_relu6_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_relu6_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_relu_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_relu_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_relu_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_silu_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_silu_int8_mixed_bf16_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_silu_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_with_concat_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qflatten, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_cpu_use_relu_False_is_qat_False_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_cpu_use_relu_False_is_qat_False_is_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_cpu_use_relu_False_is_qat_True_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_cpu_use_relu_False_is_qat_True_is_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_cpu_use_relu_True_is_qat_False_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_cpu_use_relu_True_is_qat_False_is_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_cpu_use_relu_True_is_qat_True_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_cpu_use_relu_True_is_qat_True_is_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_False_is_qat_False_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_False_is_qat_False_is_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_False_is_qat_True_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_False_is_qat_True_is_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_True_is_qat_False_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_True_is_qat_False_is_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_True_is_qat_True_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_True_is_qat_True_is_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_cpu_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_dynamic_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_int8_mixed_bf16_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_gelu_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_gelu_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_input_dim_exceeds_2_and_not_contiguous, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16_input_dim_exceeds_2_and_not_contiguous, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_mul_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_int8_mixed_bf16_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qmaxpool2d, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_reproduce_113440_issue_1, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_reproduce_113440_issue_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_reproduce_121253_issue_addmm_fusion_check, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_reproduce_99842_issue, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_woq_int8, test/inductor/test_mkldnn_pattern_matcher.py::TestDynamicPatternMatcher::test_conv2d_binary_dynamic_shapes, test/inductor/test_mkldnn_pattern_matcher.py::TestDynamicPatternMatcher::test_conv2d_unary_dynamic_shapes, test/inductor/test_mkldnn_pattern_matcher.py::TestDynamicPatternMatcher::test_conv3d_binary_dynamic_shapes, test/inductor/test_mkldnn_pattern_matcher.py::TestDynamicPatternMatcher::test_conv3d_unary_dynamic_shapes, test/inductor/test_mkldnn_pattern_matcher.py::TestDynamicPatternMatcher::test_conv_transpose2d_dynamic_shapes, test/inductor/test_mkldnn_pattern_matcher.py::TestDynamicPatternMatcher::test_linear_input_non_contiguous_3D_wo_bias_dynamic_shapes, test/inductor/test_mkldnn_pattern_matcher.py::TestDynamicPatternMatcher::test_linear_unary_dynamic_shapes, test/inductor/test_mkldnn_pattern_matcher.py::TestDynamicPatternMatcher::test_multi_linear_share_same_input_dynamic, test/inductor/test_mkldnn_pattern_matcher.py::TestDynamicPatternMatcher::test_q_attention_block, test/inductor/test_mkldnn_pattern_matcher.py::TestDynamicPatternMatcher::test_qat_bn_conv2d, test/inductor/test_mkldnn_pattern_matcher.py::TestDynamicPatternMatcher::test_qconv2d_maxpool2d_linear_dynamic_cpu 2024-12-18T00:50:57.0411189Z 2024-12-18T00:51:00.1155419Z 2024-12-18T00:51:00.1156773Z dynamo/test_inline_inbuilt_nn_modules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_inline_inbuilt_nn_modules_1.1_0cc1a7f9a229ffc0_.log 2024-12-18T00:51:00.1980337Z Running 1247 items in this shard: test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_312_binary_slice_with_graph_break1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_312_binary_slice_with_graph_break2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_T_tensor_attribute_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_add_sizes_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_add_to_set_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_anomaly_aot_autograd_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_any_all_symnode_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_aot_autograd_propagate_unbacked_symints_shape_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_arange_length_with_float32_dtype_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_assert_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_assert_size_stride_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_assigning_function_to_class_attribute_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_assigning_function_to_object_attribute_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_backend_match_guard_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_backend_match_guard_multi_threads_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_backward_deterministic_mode_mismatch_warning_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_boolarg_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_build_tuple_unpack_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_builder_for_class_with_metaclass_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_builtin_abs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_builtin_isinstance_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_builtin_str_on_user_defined_function_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_builtin_subclasses_as_method_on_class_type_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_builtin_subclasses_as_method_on_var_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_call_parent_non_class_methods_from_child_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_callpacked_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_cannot_trace_mark_dynamic_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_cannot_trace_mark_dynamic_safe_unreached_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_cast_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_cat_unbacked_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_catch_watchings1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_catch_watchings2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_cell_captured_by_existing_func_but_not_root_frame_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_cell_output1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_cell_output2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_class_duner_flags_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_class_duner_mro_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_class_has_instancecheck_method_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_clone_sparse_input_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_closure_out_of_scope_cell_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_closure_out_of_scope_cell_with_cond_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_closure_out_of_scope_cell_with_mutation_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_closure_recompiles_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_closure_with_mutation_and_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_closure_write_across_functions_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_compare_shapes_eq_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_compare_shapes_neq_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_compare_shapes_tuple_eq_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_compare_shapes_tuple_neq_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_compare_shapes_with_constant_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_compare_tensor_with_none_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_compilation_metrics_size_limit_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_cond_export_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_cond_export_single_arg_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_cond_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_cond_nested_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_cond_side_effects_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_cond_with_quantization_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_conditional_list_comp_in_context_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_config_getattr_default_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_config_obj_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_const_dict_variable_python_type_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_constant_getattr_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_contains_dunder_dict_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_cpp_extension_recommends_custom_ops_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_cross_entropy_loss_fancy_ctor1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_cross_entropy_loss_fancy_ctor2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_cross_entropy_loss_simple_ctor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_cse_dict_guards_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_cuda_set_device_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_custom_dict_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_custom_iter_dict_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_custom_keys_iter_dict_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_custom_module_free_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_data_access_in_inference_mode_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_data_ptr_graph_break_aten_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_data_ptr_graph_break_builtin_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dataclass_fields_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dataclass_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dataclass_local_hasattr_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_default_args_device_dtype_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_default_dtype_change_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_defaultdict_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_deque_append_left_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_deque_input_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_derpy_nn_module_usage_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_descriptor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_deterministic_algorithms_mutated_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dict_copy_alias_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dict_guard_on_keys_order2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dict_guard_on_keys_order_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dict_mutation_side_effect_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dict_namedtuple_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dict_order_keys_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dict_order_keys_modules_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dict_order_keys_tensors_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dict_reconstruct_keeps_original_order_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dict_subclass_cannot_be_initialized_in_graph_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dict_subclass_get_method_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dictcomp_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_disable_flag_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dtypes_no_graphbreaks_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dunder_methods_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dunder_new_function_inlining1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dunder_new_function_inlining2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dunder_new_function_inlining3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dunder_new_function_inlining4_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dunder_new_function_inlining_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_duplicate_graph_break_log_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dynamic_one_hot_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dynamic_shapes_as_strided_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dynamo_cache_invalidate_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dynamo_cache_move_to_front_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dynamo_compiling_fake_tensor_to_vararg_int_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dynamo_disabled_in_custom_op_kernels_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dynamo_min_operator_with_shape_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_dynamo_reset_clears_cache_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_empty_list_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_enum_as_dict_key_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_enum_as_dict_key_with_overloaded_str_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_enum_guards_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_enum_method_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_enum_no_graphbreaks_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_error_on_nested_fx_trace_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_error_on_recompile_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_escaping_closure_var_with_backward_hook_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_escaping_closure_var_with_nonlocal_var_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_existing_func_that_creates_capturing_nested_func_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_flat_name_to_original_fqn_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_fn_hasattr__name__1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_fn_hasattr__name__2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_fn_hasattr__name__3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_fold_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_free_var_and_local_name_collision_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_frozen_dataclass_default_factory_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_frozen_dataclass_default_value_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_frozen_dataclass_kw_only_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_frozen_dict_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_frozenset_of_non_literals_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_frozenset_torch_func_contains_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_funcname_cache_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_function_annotation_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_generate_tensor_from_list_of_numpy_primitive_type_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_generate_trivial_abstract_impl_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_get_attr_function_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_get_cache_entry_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_get_custom_tensor_attribute_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_get_device_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_get_instruction_source_311_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_getattr_dict_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_getattrvariable_as_python_constant_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_getset_descriptor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_grad_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_grad_non_none_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_grad_none_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_grad_state_mutated_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_graph_break_compilation_metrics_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_graph_break_compilation_metrics_on_failure_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_graph_break_correctly_when_passing_numpy_ndarray_to_torch_function_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_guard_failure_fn2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_guard_failure_fn_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_guard_failure_fn_shape_control_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_guard_failure_fn_tensor_iter_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_guard_function_builder_with_cse_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_guard_size_oblivious_backed_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_guard_size_oblivious_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_guard_size_oblivious_simplification_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_guard_sym_node_fstring_when_used_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_guards_cse_pass_multiple_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_guards_cse_pass_single_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_guards_strip_function_call_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_hasattr_nn_module_guard_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_hash_getitem_slice_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_id_guarded_module_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_id_guarded_object_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_id_of_nn_module_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_id_tensor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_if_cond_nn_mod1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_if_cond_nn_mod2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_if_cond_nn_mod3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_if_cond_user_defined_object2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_if_cond_user_defined_object3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_if_cond_user_defined_object_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_inference_mode_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_inline_closure_not_loaded_by_parent_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_inline_closure_returned_by_another_function_and_captures_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_inline_dict_function_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_inline_dict_function_passed_as_arg_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_inline_dict_mutation_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_inline_func_jump_on_tensor_condition_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_inline_list_mutation_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_inline_local_dict_clear_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_inline_module_attr_dict_clear_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_inline_user_defined_dict_attr_clear_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_inplace_desugaring_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_inplace_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_inplace_param_update_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_inplace_view_on_graph_input_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_input_set_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_inspect_signature_bind_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_inspect_signature_bind_non_user_function_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_inspect_signature_parameters_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_int_int_comparisons_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_int_list_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_int_neg_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_int_shape_binops_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_int_shape_comparisons_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_int_shape_inplace_binops_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_intermediary_tensor_grad_access_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_interpolate_propagate_real_tensors_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_invalid_args_builtin_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_is_compiling_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_is_floating_point2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_is_floating_point_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_is_tensor2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_is_tensor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_is_tensor_like2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_is_tensor_like_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_item_changes_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_item_changes_new_shape_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_item_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_iter_set_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_iter_type_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_iterator_limit_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_itertools_accumulate_symint_default_sum_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_itertools_accumulate_tensors_builtins_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_itertools_accumulate_tensors_default_sum_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_itertools_accumulate_tensors_kwargs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_itertools_accumulate_tensors_user_defined_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_itertools_groupby_pure_python_default_identify_func_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_itertools_groupby_pure_python_key_func_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_itertools_infinite_count_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_itertools_infinite_cycle_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_itertools_infinite_repeat_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_itertools_infinite_repeat_mutation_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_itertools_islice_default_end_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_itertools_islice_default_step_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_itertools_islice_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_itertools_repeat_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_itertools_tee_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_large_reduction_list_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_linear_module_free_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_list_append_return_none_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_list_class_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_list_hasattr1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_list_hasattr2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_list_iadd_side_effect_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_list_iadd_with_shape_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_list_iterator_contains_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_list_mul_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_list_slice_mul_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_listcomp_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_load_fast_and_clear_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_mandelbrot_numpy_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_map_side_effects_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_map_with_quantization_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_mark_dynamic_with_ranges_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_mark_static_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_matmul1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_min_max_over_iterable_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_module_complex_iter_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_module_deepcopy_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_module_dunder_dict_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_module_not_callable_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_mro_type_tensor_no_source_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_multiple_inheritance_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_named_parameters_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_namedtuple1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_namedtuple2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_namedtuple3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_namedtuple_class_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_namedtuple_with_custom_getitem_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_nan_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_ne_operator_with_custom_eq_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_ne_operator_with_custom_graphbreak_eq_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_nested_closure_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_nested_closure_mutation_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_nested_function_resuming_with_correct_globals_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_nested_optimize_decorator_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_nested_optimize_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_nested_optimize_run_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_nested_sequential_try_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_nested_sequential_try_with_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_nested_sequential_try_with_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_nested_sequential_with_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_nested_wraps_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_new_with_int_list_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_nn_functional_reduction_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_nn_module_getattr_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_nn_module_getattribute_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_nn_sequential_invocation_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_nn_sequential_invocation_reposition_indices_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_no_error_on_nested_fx_trace_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_no_guard_for_unused_sym_node_fstring_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_no_raise_guard_partial_constraint_across_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_no_raise_guard_partial_constraint_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_non_pt2_compliant_ops_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_not_dynamic_scope_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numel_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_array_of_arrays_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_as_global_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_fallback_on_eager_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_force_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_gt_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_int_constant_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_iter_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_min_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_ndarray_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_ndarray_graph_break_with_multiple_outputs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_ndarray_works_with_builtin_function_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_no_raise_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_non_torch_dtype_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_random_config_to_numpy_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_readonly_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_recompilation_scalar_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_size_attr_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_subdtype_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_take_along_axis_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_tolist_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_torch_operators_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_ufunc_out_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_ufunc_out_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_unique_f16_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_variable_isinstance_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_numpy_with_builtin_type_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_object_classmethod_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_object_setattr_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_object_staticmethod_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_onnx_shape_as_tensor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_optimize_on_module_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_optree_graph_break_message_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_ordered_dict_alias_reconstruct_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_ordered_dict_move_to_end_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_os_environ_get_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_os_environ_set_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_out_variant_custom_op_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_out_variants_with_resizing_on_graph_inputs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_out_variants_with_resizing_on_graph_inputs_with_dynamic1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_out_variants_with_resizing_on_graph_inputs_with_dynamic_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_outside_linear_module_free_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_packaging_version_parse_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_pair_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_param_shape_binops_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_parameter_free_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_parsing_sdpa_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_patched_builtin_functions_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_proxy_frozen_dataclass_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_pt2_compliant_ops_are_allowed_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_pt2_compliant_overload_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_pure_python_accumulate_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_py_guards_mark_dynamic_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_python_slice_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_pytree_tree_flatten_unflatten_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_pytree_tree_leaves_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_pytree_tree_map_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_raise_guard_full_constraint_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_raise_guard_indirect_full_constraint_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_raise_guard_partial_constraint_across_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_raise_guard_partial_constraint_no_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_raise_on_backend_error_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_raises_importerror1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_raises_importerror2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_raises_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_rand_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_range_input_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_range_iter_guards_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_range_iter_side_effects_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_range_with_shape_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_real_imag_tensor_attribute_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_recompile_message_on_parameter_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_recompile_on_global_state_change_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_reconstruct_frozen_dataclass_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_reconstruct_set_across_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_recursive_inline_list_mutation_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_recursive_tensor_attribute_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_release_input_memory_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_release_module_memory_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_release_scope_memory_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_remove_set_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_repeat_interleave_graphbreaks_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_repro_graph_breaks_in__get_item_by_idx_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_restore_graphstate_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_return_dict_with_graph_break_and_update_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_return_nested_function_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_returning_func_with_captured_func_and_tensor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_returning_nested_func_with_captured_tensor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_running_func_with_captured_func_and_tensor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_running_nested_func_with_captured_tensor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_runtime_assert_replacement_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_sample_input_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_scalar_device_movement_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_scalar_tensor_is_equivalent_to_int_list_argument_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_scalar_tensor_is_equivalent_to_symint_argument_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_scalar_tensor_is_equivalent_to_symint_list_argument_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_sequential_module_free_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_set_aliasing_recompiles_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_set_custom_tensor_attribute_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_set_discard_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_set_update_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_setattr_mutation1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_setattr_mutation2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_setattr_mutation3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_shape_and_tuple_equality_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_shape_env_equal_constructor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_shape_env_equal_create_symbolic_sizes_strides_storage_offset_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_shape_env_equal_empty_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_shape_env_equal_evaluate_expr_divisible_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_shape_env_equal_evaluate_expr_refinement_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_shape_env_equal_evaluate_expr_replacement_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_shape_env_equal_runtime_assert_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_shape_env_equal_unbacked_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_shape_env_no_recording_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_shape_env_recorded_function_fallback_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_shape_int_comparisons_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_shape_int_inplace_binops_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_shape_type_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_shape_unpack_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_side_effects_codegen_update_mutated_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_simple_set_usage_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_size_dim_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_size_input_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_slice_input_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_source_non_input_grad_access_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_storage_return_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_str_format_assert1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_str_format_assert2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_str_format_return1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_str_format_return2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_stride_dim_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_structseq1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_structseq2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_super_after_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_super_calling_with_metaclass_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_sym_constrain_range_on_replaced_unbacked_symbol_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_symint_as_device_kwarg_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_symint_as_device_kwarg_multi_gpu_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_symint_as_device_kwarg_non_strict_export_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_symint_fold_nontrivial_product_modulo_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_sys_modules_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tagging_tensors_mix_used_unused_structure_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tagging_tensors_simple_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tensor_build_list_unpack_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tensor_ctor_list_of_tensor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tensor_data_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tensor_dict1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tensor_dict2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tensor_dict3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tensor_dot_grad_no_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tensor_dynamic_method_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tensor_hasattr_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tensor_interacts_with_numpy_ndarray_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tensor_is_contiguous_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tensor_item_capture_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tensor_item_no_capture_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tensor_iter_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tensor_layout_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tensor_types_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_thread_local_setattr_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tolist_0d_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tolist_1d_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tolist_float_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tolist_kd_dynamic_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tolist_kd_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tolist_scalar_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_top_package_import_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_check_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_check_is_size_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_check_symbolic_shape_rel_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_compile_ctx_on_forward_and_training_step_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_cuda_is_available_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_cudnn_is_acceptable_bad_inputs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_cudnn_is_acceptable_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_device_python_type_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_distributions_lazy_property_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_dtype_python_type_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_dynamo_codegen_pow_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_generator_set_state_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_guards_stack_frame_register_inlining_deep_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_guards_stack_frame_register_inlining_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_nn_parameter_isinstance_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_objects_as_keys_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_package_working_with_trace_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_seed_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_size_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_size_numel_dynamic_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_size_numel_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_torch_variable_hasattr_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_trace_ndarray_frame_2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_trace_ndarray_frame_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tracing_nested_py_tree_dicts_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tracing_nested_py_tree_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tracing_nested_py_tree_mixed_all_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tracing_nested_py_tree_tuples_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tracing_py_tree_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tracing_py_tree_tensor_subclass_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tracing_tree_map_only_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tuple_class_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tuple_from_tuple_iter_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tuple_hasattr_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tuple_iadd_with_shape_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tuple_mul_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_tuple_mul_with_shape_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_type_copy_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_typing_dict_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_typing_typevar_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_typing_union_and_optional_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_typing_variable_isinstance_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_unbacked_symint_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_unhandled_exception_in_dynamo2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_unhandled_exception_in_dynamo_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_unpack4_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_unpack5_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_unpack_tensor_shape_mismatch_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_update_locals_and_stack_uses_shared_cache_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_user_defined_binop_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_user_defined_class_name_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_user_defined_class_python_type_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_user_defined_iter_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_user_defined_object_class_interaction_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_user_defined_setattr1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_user_defined_setattr2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_user_function_variable_supports_enum_argument_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_user_function_variable_supports_function_argument_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_user_function_variable_supports_type_abcmeta_argument_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_user_getattr1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_user_getattr2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_user_getattribute_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_user_property_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_usr_cls_classmethod_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_usr_cls_staticmethod_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_validate_outputs_unbacked_by_custom_op_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_validate_outputs_unbacked_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_variable_access_in_exception_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_variable_tracker_recursively_contains_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_version_ci_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_with_builtin_type_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_write_to_cells_with_name_shadowing_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_write_to_closures_in_inlining_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_writes_to_cells_across_frames1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_writes_to_cells_across_frames2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_yield_from_in_a_loop_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_yield_from_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_yield_from_user_stop_iteration_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_yield_gen_and_from_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesMiscTests::test_yield_send_to_subgenerator_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_T_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_add__inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_add_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_addcdiv__inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_addcdiv_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_addcmul__inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_are_functorch_transforms_active_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_attrgetter_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_broadcast_foreach_pow_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_build_list_unpack_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_call_dict1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_call_dict2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_call_dict3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_call_dict4_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_call_dict5_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_callable_builtin_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_callable_class_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_callable_lambda_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_callable_list_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_callable_torch_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_chunks1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_class_dict_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_cls_eq_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_cls_hasattr_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_cls_is_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_compare_constant_and_tensor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_complex_closure_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_const_tuple_add1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_const_tuple_add2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_constant1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_constant2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_constant3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_constant4_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_constant_set_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_context_wrapping_nested_functions_no_closure_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_cublas_allow_tf32_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_custom_dict_kwargs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_default_dict_closure_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_default_dict_constr_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_default_dict_dict_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_default_dict_lambda_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_default_dict_list_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_default_dict_set_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_default_dict_tuple_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_defaultdict_setdefault1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_defaultdict_setdefault2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_defaultdict_setdefault3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_del_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_deque_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_device_constant_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_device_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dict_copy_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dict_fromkeys_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dict_hasattr_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dict_id_guard_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dict_items_sorted_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dict_keys_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dict_kwargs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dict_mutable_map_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dict_ops_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dict_param_keys_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dict_setdefault1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dict_setdefault2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dict_setdefault3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dict_sorted_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dict_tuple_lazy_guard_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dict_update_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dict_update_kwargs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dict_values_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_distributed_is_available_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_distributed_is_initialized_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dtype_compare_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_dtype_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_elipsis_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_enumerate_custom_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_enumerate_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_enumerate_reconstruct_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_filter_fallback_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_filter_graph_break_reconstruct_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_filter_infinite_iterator_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_filter_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_filter_reconstruct_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_filter_with_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_finfo_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_flat_param_same_storage_size_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_float_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_fn_with_self_set_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_foreach_lerp__inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_fstrings1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_fstrings2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_fstrings3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_fstrings4_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_fstrings5_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_fstrings6_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_funcdef_closure_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_functools_partial_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_generic_namedtuple_hasattr_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_generic_namedtuple_subclass_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_generic_namedtuple_user_methods_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_get_autocast_gpu_dtype_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_get_calculate_correct_fan_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_get_default_dtype_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_get_device_properties_tensor_device_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_get_privateuse1_name_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_globalfn_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_globalmodule_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_globalvar_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_import1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_in_not_in_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_index_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_indexed_range_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_indirect1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_indirect2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_indirect3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_inline_jit__unwrap_optional_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_inline_jit_annotations_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_inline_lru_cache_fn_with_default_args_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_inline_script_if_tracing_fn_with_default_args_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_inline_softmax_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_inline_with_default_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_inner_function_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_is_any_autocast_enabled_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_is_checkpoint_valid_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_is_complex_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_is_contiguous_frame_counts_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_is_contiguous_memory_format_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_is_floating_point_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_is_fx_tracing_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_is_in_onnx_export_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_is_inference_recompilation_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_is_integer_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_is_not_null_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_is_quantized_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_is_sparse_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_islice_chain_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_itemgetter_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_itertools_chain_from_iterable_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_itertools_chain_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_itertools_combinations_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_itertools_compress_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_itertools_compress_tensors_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_itertools_pairwise_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_itertools_product_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_itertools_reconstruct_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_jit_annotate_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_len_constant_dict_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_len_constant_list_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_len_constant_misc_iterables_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_len_tensor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_list_add_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_list_add_then_mutate_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_list_clear_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_list_compare_polyfill_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_list_convert_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_list_expand_lhs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_list_index_with_constant_tensor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_list_reversed_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_list_slice_assignment_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_list_slice_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_list_sorted1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_list_sorted2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_list_truth_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_listarg1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_listarg2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_listarg3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_listarg4_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_listarg5_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_load_global_bool_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_mT_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_manual_seed_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_call_function_ex_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_deque_extendleft_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_dict_fromkeys_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_enumerate_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_infinite_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_iter_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_list_extend_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_list_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_list_slice_assign_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_max_const_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_max_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_partial_unpack_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_reconstruct_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_reduce_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_return_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_set_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_sorted_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_str_join_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_sum_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_tuple_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_unpack_twice_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_unpack_vars_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_with_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_map_zip_dict_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_math_radians_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_mean_sum_np_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_methodcall1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_methodcall2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_methodcall3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_methodcaller_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_min_max_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_module_constant_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_namedtuple_defaults_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_namedtuple_hasattr_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_namedtuple_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_namedtuple_subclass_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_namedtuple_user_methods_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_ndarray_builtin_functions_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_ndarray_method_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_ndarray_methods_returning_scalar_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_ndarray_reshape_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_ndarray_transpose_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_ndim_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_no_recompile_inner_function_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_no_recompile_inner_lambda_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_non_inlined_closure_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_not_list_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_np_constant_collections_as_input_int_or_float_float_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_np_constant_collections_as_input_int_or_float_int_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_np_constant_collections_guards_float_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_np_constant_collections_guards_int_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_np_finfo_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_np_iinfo_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_number_method_method_as_integer_ratio_num_type0_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_number_method_method_as_integer_ratio_num_type3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_number_method_method_bit_length_num_type1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_number_method_method_conjugate_num_type2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_number_method_method_conjugate_num_type4_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_number_method_method_hex_num_type5_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_number_method_method_is_integer_num_type6_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_numpy_attributes_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_numpy_dtype_argument_to_function_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_numpy_dtype_call_in_function_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_numpy_fft_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_numpy_linalg_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_numpy_meshgrid_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_numpy_random_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_numpy_size_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_obj_eq_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_obj_is_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_ordered_dict_kwargs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_partial_across_graph_break_uninvoked_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_partials_as_input_UDF_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_partials_as_input_partials_lambda_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_partials_as_input_partials_mod_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_partials_graph_break_reconstruct_args_and_kwargs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_partials_graph_break_reconstruct_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_partials_graph_break_reconstruct_mix_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_partials_graph_break_reconstruct_mix_no_source_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_partials_hasattr_attr___annotations___inline_inbuilt_nn_modules, 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test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_partials_udf_arg_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_partials_udf_kwarg_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_partials_udf_kwarg_method_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_partials_udf_kwarg_module_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_pop_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_pos_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_pow_int_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_promote_types_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_rand_inlined_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_rand_tensor_partial_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_range1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_range2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_range_length_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_range_with_index_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_range_with_slice_index_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_reduce_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_reduce_with_initial_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_reduce_with_none_initial_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_reduce_with_single_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_reduce_with_single_with_initial_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_return_dict2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_return_dict_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_return_multiple_numpy_ndarray_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_return_numpy_ndarray_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_return_tuple1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_return_tuple2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_returning_recursive_func_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_set_add_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_set_contains_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_set_difference_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_set_intersection_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_set_isdisjoint_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_set_keys_view_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_set_union_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_set_update_bytecode_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_set_update_list_with_duplicated_items_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_shape1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_shape2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_slice1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_slice2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_slice3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_slice4_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_slice5_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_slice6_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_sliced_range_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_sorted_const_key_non_const_items_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_startswith_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_sum_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_sum_shortcut_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_sum_shortcut_with_start_arg_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_sum_shortcut_with_start_kwarg_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_sum_with_start_arg_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_sum_with_start_kwarg_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_symbool_to_int_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_tensor_dim_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFunctionTests::test_tensor_element_size_inline_inbuilt_nn_modules, 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test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_children_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_constloop_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_conv_call_forward_directly_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_conv_call_super_forward_directly_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_conv_transpose_call_forward_directly_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_conv_transpose_call_super_forward_directly_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_densenet_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_enumvalues_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_fnmember_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_fnmembercmp1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_fnmembercmp2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_forward_directly_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_generation_tag_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_hasattr_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_inject_module_parameters_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_intarg_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_iseval1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_iseval2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_isnonelayer_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_istraining1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_istraining2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_layerlist_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_lazy_module1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_lazy_module2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_lazy_module3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_lazy_module4_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_lazy_module5_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_lazy_module6_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_lazy_module7_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_lazy_module_kwargs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_lazy_module_no_cls_to_become_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_lazy_module_speculation_log_divergence_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_module_attribute_precedence_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_module_call_module_with_static_forward_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_module_class_method_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_module_comparison_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_module_forward_has_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_module_guard_name_is_valid_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_module_name_string_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_module_property_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_module_static_method_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_moduledict_custom_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_moduledict_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_modulelist_custom_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_modulelist_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_modulelist_nested_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_modulemethod1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_modulemethod2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_named_children_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_nn_module_setattr_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_nn_moduledict_contains_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_parameterdict_custom_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_parameterdict_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_parameters1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_parameters2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_parameters3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_parameters4_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_parameters5_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_self_mutating1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_seq_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_sequential_with_duplicated_module2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_sequential_with_duplicated_module_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_simple_torch_function_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_stringmember_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_submodules1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_submodules2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_super1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_super2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_super_class_method_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_tensorlist_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_torch_function_with_closure_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_torch_mangled_class_name_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_unsupportedmethod_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_unsupportedmodule_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesNNModuleTests::test_viamodulecall_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_access_module_attr_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_capture_constants_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_capture_global_num_adds_guard_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_capture_global_num_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_capture_input_num_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_capture_numpy_number_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_capture_tracked_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_capture_tracked_nested_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_capture_untracked_global_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_capture_untracked_global_nested_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_capture_untracked_nonlocal_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_capture_value_created_in_subgraph_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_concat_unbacked_shape_tensor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_cond_branches_no_arguments_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_cond_branches_no_arguments_no_closure_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_cond_free_variable_in_both_branches_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_cond_graph_break_in_one_branch_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_cond_pytree_operands_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_cond_pytree_operands_with_non_tensor_leaves_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_cond_side_effect_in_one_branches_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_cond_source_fn_stack_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_cond_subgraph_name_is_valid_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_cond_with_constant_pred_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_cond_with_empty_operands_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_dynamic_shapes_over_vmap_batch_size_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_enum_arg_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_error_message_sane_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_fallback_on_graph_break_complicated_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_fallback_on_graph_break_simple_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_fallback_on_python_primitives_output_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_flat_list_output_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_fn_with_kwargs_in_torch_ops_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_freevars_as_inputs_to_wrap_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_grad_source_fn_stack_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_hints_wrapper_incorrect_type_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_hints_wrapper_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_hints_wrapper_no_hints_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_hints_wrapper_pytree_inputs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_hooks_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_inlined_functions_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_internal_nonlocal_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_lift_tensor_constant_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_lift_tensors_with_compound_expressions_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_lift_tensors_with_shared_symbols_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_make_closure_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_map_example_value_metadata_consistent_with_eager_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_map_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_map_kwargs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_map_lowers_to_graph_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_map_multi_return_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_map_pytree_return_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_map_side_effect_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_map_source_fn_stack_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_map_subgraph_name_is_valid_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_map_symint_input_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_modules_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_nested_tuple_output_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_nested_wrap_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_no_freevars_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_output_with_dict_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_register_mode_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_register_subclass_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_return_captured_var_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_return_captured_var_used_multiple_times_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_return_captured_vars_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_same_freevar_twice_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_del_existing_attr_global_module_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_del_existing_attr_global_obj_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_del_existing_attr_nonlocal_module_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_del_existing_attr_nonlocal_obj_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_in_body_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_local_list_append_no_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_mutate_global_list_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_mutate_global_num_builtin_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_mutate_global_num_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_mutate_global_tensor_builtin_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_mutate_global_tensor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_mutate_nonlocal_num_builtin_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_mutate_nonlocal_num_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_mutate_nonlocal_tensor_builtin_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_mutate_nonlocal_tensor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_nested_nonlocal_list_append_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_nonlocal_list_append_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_set_existing_attr_global_module_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_set_existing_attr_global_obj_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_set_existing_attr_nonlocal_module_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_set_existing_attr_nonlocal_obj_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_set_new_attr_global_module_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_set_new_attr_global_obj_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_set_new_attr_nonlocal_module_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_side_effect_set_new_attr_nonlocal_obj_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_symint_in_slice_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_symint_input_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_tensor_and_unbacked_symbol_closure_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_tensor_to_list_closure_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_tensor_with_unbacked_shape_closure_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_unbacked_symbol_closure_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_vmap_multiply_scalar_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_vmap_source_fn_stack_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_wrap_all_kwarg_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_wrap_allow_local_assign_in_body_fn_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_wrap_kwarg_default_else_branch_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_wrap_kwarg_default_if_branch_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_wrap_kwarg_default_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_wrap_kwarg_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_wrap_kwarg_int_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_wrap_kwarg_only_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_wrap_kwarg_recompile_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_wrap_pytree_args_nested_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_wrap_pytree_args_not_const_symint_tensor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_wrap_pytree_args_with_symint_constant_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_wrap_pytree_kwargs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_wrap_source_fn_stack_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesHigherOrderOpTests::test_wrap_subgraph_name_is_valid_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_functional_call_disable_inline_nn_module_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_functional_call_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_functional_call_sequential_params_and_buffers_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_grad_call_compiled_backward_fn_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_grad_call_torch_compile_fn_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_grad_capture_tensor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_grad_closure_scalar_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_grad_fn_with_kwargs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_grad_freevar_python_scalar_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_grad_freevar_tensor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_grad_has_aux_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_grad_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_grad_non_tensor_input_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_grad_over_grad_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_grad_pytree_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_grad_recompile_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_grad_two_tensor_all_grad_has_aux_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_grad_two_tensor_has_aux_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_grad_with_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_grad_with_side_effect_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_hessian_argnums_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_hessian_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_jacfwd_has_aux_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_jacfwd_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_jacfwd_randomness_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_jacfwd_two_tensors_argnums_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_jacrev_has_aux_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_jacrev_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_jacrev_two_tensors_argnums_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_jvp_call_torch_compile_fn_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_jvp_freevar_python_scalar_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_jvp_freevar_tensor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_jvp_has_aux_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_jvp_jvp_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_jvp_simple_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_jvp_two_tensors_disable_enable_disable_grad_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_jvp_two_tensors_disable_grad_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_jvp_two_tensors_has_aux_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_linearize_jvp_fn_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vjp_call_compiled_backward_fn_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vjp_has_aux_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vjp_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vjp_multiple_outputs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vjp_multiple_outputs_python_struct_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_call_compiled_backward_fn_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_call_torch_compile_fn_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_free_const_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_free_tensor_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_get_wrapped_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_kwargs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_multiple_invocation_in_dims_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_multiple_invocation_out_dims_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_multiple_outputs_diff_dims_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_multiple_outputs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_multiple_outputs_out_dims_tuple_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_new_tensor_implicit_via_op_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_new_tensor_in_body_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_new_tensor_unused_in_body_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_over_vmap_captured_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_over_vmap_two_inputs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_previous_illegal_op_no_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_pytree_inputs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_recompile_different_config_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_recompile_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_recompile_same_config_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_recompile_with_randomness_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_side_effects_append_input_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_side_effects_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_two_inputs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_two_inputs_tuple_in_dims_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_with_conditional_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_with_graph_break_2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_with_graph_break_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesFuncTorchHigherOrderOpTests::test_vmap_with_graph_break_lambda_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_LSTM_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_alias_inputs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_aot_autograd_expand_mutation_backwards_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_aot_autograd_expand_mutation_error_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_aot_autograd_expand_mutation_functionalizes_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_aot_autograd_raises_invalid_leaf_set_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_aot_export_joint_simple_repro_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_aot_grad_mode_mutation_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_aot_sequence_nr_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_many_args_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_many_args_param_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_many_args_param_non_tensor_arg_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_many_args_param_non_tensor_arg_list_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_many_with_global_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_call_fn_with_non_const_inputs_aot_safe_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_call_fn_with_non_const_inputs_aot_unsafe_control_flow_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_call_fn_with_non_const_inputs_aot_unsafe_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_data_ptr_access_copy_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_data_ptr_access_fails_in_backward_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_data_ptr_access_fails_in_forward_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_different_inputs_overlapping_set_with_mutation_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_donated_buffer1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_donated_buffer2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_donated_buffer3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_donated_buffer4_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_donated_buffer5_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_donated_buffer6_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_donated_buffer_with_retain_or_create_graph1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_donated_buffer_with_retain_or_create_graph2_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_donated_buffer_with_retain_or_create_graph3_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_donated_buffer_with_retain_or_create_graph4_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_double_backward_errors_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_eager_sequence_nr_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_grad_inputs_alias_inputs_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_inputs_overlapping_with_mutation_recompile_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_inputs_overlapping_with_mutation_stress_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_multiple_aot_autograd_calls_dupe_args_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_mutation1_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_mutation_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_negative_testing_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_negative_testing_mutation_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_nn_parameter_construction_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_no_storage_overlap_guards_no_aliasing_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_no_storage_overlap_guards_no_mutation_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_requires_grad_fake_via_dynamo_recompiles_inline_inbuilt_nn_modules, test/dynamo/test_inline_inbuilt_nn_modules.py::InlineInbuiltNNModulesAotAutogradFallbackTests::test_split_with_sizes_aot_autograd_cleans_up_traceback_meta_inline_inbuilt_nn_modules 2024-12-18T00:51:00.2850241Z 2024-12-18T00:51:01.3143219Z Running inductor/test_torchinductor_opinfo 2/7 ... [2024-12-18 00:51:01.313773] 2024-12-18T00:51:01.3143950Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:51:01.3146107Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'not serial', '--shard-id=2', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:51:01.314191] 2024-12-18T00:51:04.2963487Z Running inductor/test_torchinductor_opinfo 4/7 ... [2024-12-18 00:51:04.295737] 2024-12-18T00:51:04.2964225Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:51:04.2967662Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'not serial', '--shard-id=4', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:51:04.296144] 2024-12-18T00:54:18.1295087Z 2024-12-18T00:54:18.1296537Z inductor/test_torchinductor_opinfo 2/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_2.7_729f833f7cf6a442_.log 2024-12-18T00:54:18.1688458Z Running 529 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_T_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rand___cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmod___cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmod___cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmul___cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___ror___cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rpow___cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__native_batch_norm_legit_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__segment_reduce_offsets_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acos_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acosh_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_add_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_add_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addcmul_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addcmul_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addmm_decomposed_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addmm_decomposed_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addr_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addr_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addr_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addr_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_alias_copy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_alias_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_allclose_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_allclose_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amin_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_aminmax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_angle_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argmin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argsort_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_partial_views_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_asin_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_asin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atanh_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_2d_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bfloat16_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bfloat16_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_and_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_left_shift_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_not_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_xor_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_xor_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_block_diag_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_block_diag_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_broadcast_shapes_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bucketize_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bucketize_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cartesian_prod_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cat_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cdouble_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cdouble_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ceil_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ceil_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cfloat_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chalf_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_char_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cholesky_solve_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chunk_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_max_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_min_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_min_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clone_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_combinations_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_complex_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_conj_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_constant_pad_nd_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_contiguous_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_contiguous_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_copysign_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_copysign_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_corrcoef_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_corrcoef_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cos_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cosh_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_count_nonzero_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cov_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cov_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cross_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummax_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummax_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumprod_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumprod_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumsum_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumsum_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumulative_trapezoid_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_deg2rad_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_embed_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_embed_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagflat_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagflat_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagflat_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_scatter_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diff_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_floor_rounding_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_floor_rounding_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_trunc_rounding_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dot_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_double_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dstack_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dstack_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_permuted_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfinv_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_exp2_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_exp2_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_exp_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_as_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_eye_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft2_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft2_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft2_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft_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_hfft2_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft2_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfftn_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft2_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft2_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft_cuda_int64, 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_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfftn_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfft2_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfft_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfftn_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfft2_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfft_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfft_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfftn_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fill_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fill_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fill_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flatten_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flatten_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fliplr_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fliplr_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_power_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_power_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_power_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_frac_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_frexp_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_like_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_like_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_like_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ge_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ge_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_geometric_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gradient_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gt_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gt_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gt_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_half_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_half_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_heaviside_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_heaviside_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hsplit_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hstack_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hstack_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_i0_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_i0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_add_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_copy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_copy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_fill_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_put_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amax_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_mean_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_select_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_select_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_select_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_inner_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isclose_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isinf_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isnan_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isneginf_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isreal_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_item_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_return_by_ref_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kron_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kthvalue_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ldexp_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_le_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lgamma_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lgamma_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cholesky_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cond_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cross_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_diagonal_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_diagonal_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_diagonal_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_eig_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_householder_product_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_ldl_factor_ex_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_ldl_solve_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lstsq_grad_oriented_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lu_factor_ex_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_matrix_power_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_matrix_rank_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_norm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_slogdet_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_slogdet_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_vander_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_vecdot_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_vector_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_tensor_overload_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_tensor_overload_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log10_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log10_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log2_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log2_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log2_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_normal_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_normal_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_not_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_not_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logit_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logit_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logit_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logspace_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lt_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mH_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mT_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amax_cuda_uint8, 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_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_cumsum_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_cumsum_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_log_softmax_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_logsumexp_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_mean_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_prod_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_scatter_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_scatter_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_select_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_softmin_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_softmin_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_std_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_std_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_sum_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_binary_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_no_dim_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_no_dim_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_no_dim_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_with_dim_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_with_dim_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_maximum_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_median_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_median_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_with_dim_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_with_dim_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_minimum_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_movedim_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_msort_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mul_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_3_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_3_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nan_to_num_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nan_to_num_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nanmean_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nanmedian_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nansum_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nansum_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nansum_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ne_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_strided_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_full_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_full_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_ones_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_avg_pool1d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_avg_pool3d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_max_pool1d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_max_pool2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_avg_pool2d_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_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_celu_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv_transpose1d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv_transpose3d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cosine_similarity_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cross_entropy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_dropout2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_embedding_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_fractional_max_pool2d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_fractional_max_pool3d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_glu_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_grid_sample_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardshrink_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardsigmoid_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hinge_embedding_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_instance_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_bicubic_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_nearest-exact_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_kl_div_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_kl_div_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_l1_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_local_response_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_pool3d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool3d_grad_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_multi_head_attention_forward_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_nll_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_nll_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_nll_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_normalize_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_constant_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_constant_cuda_float64, 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_replicate_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_relu6_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_relu_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_relu_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_rms_norm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_rrelu_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_scaled_dot_product_attention_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_scaled_dot_product_attention_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_scaled_dot_product_attention_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_selu_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softmin_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softplus_cuda_float16, 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_tanhshrink_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nonzero_static_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_fro_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_inf_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_nuc_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_normal_number_mean_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_like_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ormqr_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_outer_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_permute_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pinverse_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polar_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_3_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_positive_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pow_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pow_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pow_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_prod_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_prod_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_put_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randn_like_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ravel_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_real_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_remainder_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_renorm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_renorm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_interleave_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_interleave_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize_as__cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize_as__cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_conj_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_conj_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rot90_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_round_decimals_neg_3_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsqrt_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsub_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scalar_tensor_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scalar_tensor_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_add_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_amin_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_amin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_mean_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_mean_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_prod_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_sum_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_sum_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_scatter_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_scatter_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sgn_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sign_cuda_float16, 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_general_hamming_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_kaiser_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinc_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinc_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinh_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinh_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinh_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinh_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_slice_scatter_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_slice_scatter_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sort_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_airy_ai_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_j0_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_j1_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_y1_cuda_float32, 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_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_v_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_w_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_entr_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_hermite_polynomial_he_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_hermite_polynomial_he_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i0e_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i1_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_log_ndtr_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i1_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k1_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtri_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtri_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtri_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_scaled_modified_bessel_k1_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_t_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_w_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_xlog1py_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_zeta_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_zeta_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_list_args_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_with_sizes_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sqrt_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_multiple_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_multiple_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_multiple_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_stack_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_stack_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_std_unbiased_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_stft_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sub_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_to_size_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_svd_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_along_dim_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tan_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tanh_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tensordot_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_sparse_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_sparse_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_sparse_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trace_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_transpose_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_uniform_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_split_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_split_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsqueeze_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_var_mean_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_var_unbiased_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_var_unbiased_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_as_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_as_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vsplit_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vsplit_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vsplit_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vstack_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_where_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_where_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_where_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_like_cuda_int32 2024-12-18T00:54:18.2015615Z 2024-12-18T00:54:22.5238478Z Running inductor/test_torchinductor_opinfo 5/7 ... [2024-12-18 00:54:22.523207] 2024-12-18T00:54:22.5239028Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:54:22.5240931Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'not serial', '--shard-id=5', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:54:22.523587] 2024-12-18T00:56:23.4267335Z 2024-12-18T00:56:23.4268685Z inductor/test_torchinductor_opinfo 5/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_5.7_fca9f441a2966d3e_.log 2024-12-18T00:56:23.4557931Z Running 523 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_H_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_T_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___radd___cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___radd___cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rand___cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rand___cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rdiv___cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rdiv___cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rdiv___cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmul___cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmul___cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___ror___cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rpow___cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rpow___cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rxor___cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__batch_norm_with_update_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__chunk_cat_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__chunk_cat_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__chunk_cat_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__segment_reduce_lengths_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__upsample_bilinear2d_aa_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acos_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_add_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_add_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addbmm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addcdiv_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addcdiv_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addmm_decomposed_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_alias_copy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_all_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_all_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_all_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amax_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amax_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_aminmax_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_aminmax_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_any_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_any_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_arange_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argmin_cuda_float64, 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_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_scatter_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_asin_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_asinh_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atanh_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atanh_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atanh_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_1d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_1d_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_1d_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_1d_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bernoulli_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bfloat16_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bfloat16_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bincount_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_not_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_not_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_or_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_right_shift_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_right_shift_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_block_diag_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bool_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bool_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_broadcast_to_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_broadcast_to_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_byte_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cartesian_prod_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cartesian_prod_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cat_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cauchy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cdouble_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cdouble_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cfloat_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chunk_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clone_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_column_stack_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_column_stack_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_conj_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_conj_physical_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_constant_pad_nd_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_contiguous_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_corrcoef_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cos_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cos_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cosh_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cosh_cuda_float32, 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_count_nonzero_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cov_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cross_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumprod_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumsum_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumulative_trapezoid_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_embed_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diff_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_digamma_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_no_rounding_mode_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_trunc_rounding_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_trunc_rounding_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dot_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_double_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dsplit_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dstack_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_einsum_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_einsum_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_like_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_strided_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_strided_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_equal_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erf_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfinv_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_exp2_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_exp2_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expm1_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft2_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftshift_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftshift_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft2_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifftn_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifftn_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft2_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft2_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfftn_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfft2_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfft2_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfft_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fill_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flipud_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flipud_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_floor_cuda_int32, 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_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmax_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_frexp_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_geometric_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gradient_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_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gt_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_heaviside_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hsplit_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hstack_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hstack_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_i0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_igamma_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_add_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_add_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_put_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amin_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amin_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_select_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_select_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_inner_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_int_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_int_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isclose_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isfinite_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isfinite_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isin_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isnan_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isnan_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isreal_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isreal_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_item_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_return_by_ref_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_unary_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_unary_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kron_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lcm_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ldexp_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_le_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lgamma_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cholesky_ex_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cholesky_ex_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cross_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_det_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_diagonal_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_diagonal_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_diagonal_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_eigh_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_inv_ex_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_ldl_factor_ex_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lstsq_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_matrix_rank_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_multi_dot_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_solve_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_solve_triangular_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_svd_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_tensorsolve_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_tensor_overload_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log1p_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log1p_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log1p_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_softmax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_and_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_not_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_or_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_or_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logspace_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logspace_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logspace_tensor_overload_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lt_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lu_solve_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lu_unpack_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mH_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mT_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amax_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amax_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amax_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_argmax_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_argmin_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_argmin_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_argmin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_argmin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_cumsum_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_fill_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_fill_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_log_softmax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_logsumexp_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_logsumexp_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_mean_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_prod_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_select_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_select_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_softmin_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_var_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_binary_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_no_dim_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_no_dim_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_with_dim_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_with_dim_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_maximum_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_median_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_median_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_bool, 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_binary_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_no_dim_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_no_dim_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_no_dim_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_with_dim_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_minimum_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_minimum_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mode_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mode_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_msort_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mul_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mul_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nanquantile_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_copy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_native_batch_norm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_native_dropout_backward_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_native_layer_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ne_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_neg_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_strided_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_ones_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_zeros_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_avg_pool1d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_avg_pool3d_cuda_float32, 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_pool2d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_avg_pool3d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_batch_norm_without_cudnn_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv1d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv1d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv3d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv_transpose3d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_dropout3d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_elu_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_gaussian_nll_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_group_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardshrink_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardshrink_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardsigmoid_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardtanh_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardtanh_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_linear_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_linear_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_trilinear_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_layer_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_margin_ranking_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_margin_ranking_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool1d_grad_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool2d_grad_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_one_hot_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_circular_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_poisson_nll_loss_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_prelu_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_relu6_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_relu6_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_relu_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softmin_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softshrink_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_threshold_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_threshold_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_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_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_unfold_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_unfold_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_upsample_nearest_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nonzero_static_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_normal_in_place_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_like_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_outer_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_permute_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polar_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_prod_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_prod_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_put_cuda_float32, 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_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randint_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randint_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randint_like_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randint_like_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randn_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_real_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reciprocal_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_interleave_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_as_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_as_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize__cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize__cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize_as__cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_conj_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_neg_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_neg_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_roll_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_roll_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_roll_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_round_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_round_decimals_0_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_round_decimals_3_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsqrt_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsqrt_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scalar_tensor_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scalar_tensor_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_add_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_amax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_amax_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_amin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_sum_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_sum_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_searchsorted_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_searchsorted_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_scatter_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_short_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_short_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_short_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_gaussian_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_general_cosine_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_hann_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signbit_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sin_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sin_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_slice_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_slice_scatter_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_slice_scatter_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_softmax_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_airy_ai_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_j0_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_j0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_j1_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_y0_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_t_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_w_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_entr_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_entr_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_erfcx_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_erfcx_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i0e_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i1e_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_float32, 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_log_ndtr_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i0_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i1_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtr_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtr_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtr_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_scaled_modified_bessel_k0_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_scaled_modified_bessel_k0_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_scaled_modified_bessel_k0_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_w_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_xlog1py_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_zeta_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_list_args_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_with_sizes_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_square_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_square_cuda_uint8, 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_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_std_mean_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_std_unbiased_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sub_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_along_dim_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_along_dim_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tan_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tan_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tanh_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tanh_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tensor_split_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tile_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_topk_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_torch_ops_aten__safe_softmax_default_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_torch_ops_aten__safe_softmax_default_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trace_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trace_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trace_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_transpose_copy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_transpose_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trapz_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tril_indices_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_true_divide_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_true_divide_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trunc_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trunc_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_consecutive_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_cuda_uint16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_cuda_uint64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unravel_index_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_chunk_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_chunk_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_chunk_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_chunk_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_chunk_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_split_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_var_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_var_mean_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_var_mean_unbiased_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_as_complex_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vstack_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vstack_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vstack_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_where_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_where_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_xlogy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_xlogy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zero__cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_like_cuda_float16 2024-12-18T00:56:23.4830827Z 2024-12-18T00:56:27.6628189Z Running inductor/test_triton_cpu_backend 1/1 ... [2024-12-18 00:56:27.662229] 2024-12-18T00:56:27.6628705Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:56:27.6630519Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_cpu_backend.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:56:27.662637] 2024-12-18T00:56:34.7931273Z 2024-12-18T00:56:34.7932232Z inductor/test_triton_cpu_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_cpu_backend_1.1_e9940e3157822bca_.log 2024-12-18T00:56:34.7933025Z 2024-12-18T00:56:39.0002637Z Running inductor/test_compiled_optimizers 1/1 ... [2024-12-18 00:56:38.999651] 2024-12-18T00:56:39.0003208Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T00:56:39.0004782Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compiled_optimizers.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 00:56:39.000068] 2024-12-18T01:02:14.4079171Z 2024-12-18T01:02:14.4080995Z inductor/test_compiled_optimizers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compiled_optimizers_1.1_e61eced23098437d_.log 2024-12-18T01:02:14.4479817Z Running 679 items in this shard: test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_S429861, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_rho_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_rho_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_rho_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_initial_accumulator_value_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_initial_accumulator_value_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_initial_accumulator_value_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_lr_decay_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_lr_decay_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_lr_decay_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_amsgrad_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_amsgrad_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_amsgrad_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_amsgrad_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_amsgrad_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_lambd_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_lambd_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_lambd_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_recompile_default, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_recompile_foreach, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_recompile_single, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_t0_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_t0_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_t0_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_basic_shampoo, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_closure_graph_break, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_compile_time_smoketest, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_get_value_on_static_address, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_guard_on_none_grads, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_momentum_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_momentum_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_momentum_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_weight_decay_decoupled_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_weight_decay_decoupled_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_eps_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_eps_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_eps_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_decoupled_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_decoupled_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_decoupled_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_maximize_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_maximize_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_etas_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_etas_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_etas_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_step_sizes_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_step_sizes_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_step_sizes_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_dampening_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_dampening_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_dampening_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_nesterov_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_nesterov_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_nesterov_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_recompile_foreach, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_recompile_single, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_static_address_finalizer, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_ASGD_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_ASGD_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adadelta_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adadelta_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adafactor_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adafactor_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adagrad_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adagrad_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_AdamW_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_AdamW_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adam_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adam_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adamax_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adamax_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_LBFGS_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_LBFGS_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_NAdam_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_NAdam_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_RAdam_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_RAdam_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_RMSprop_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_RMSprop_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Rprop_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Rprop_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_SGD_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_SGD_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_SparseAdam_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_SparseAdam_use_closure_True_cuda_float32 2024-12-18T01:02:14.4864248Z 2024-12-18T01:02:18.6547941Z Running dynamo/test_base_output 1/1 ... [2024-12-18 01:02:18.654099] 2024-12-18T01:02:18.6548869Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:02:18.6551117Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_base_output.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:02:18.654491] 2024-12-18T01:02:22.8776634Z 2024-12-18T01:02:22.8777557Z 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_4dcb2dbe913bd4f1_.log 2024-12-18T01:02:22.8779887Z 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 2024-12-18T01:02:22.8781644Z 2024-12-18T01:02:27.1301774Z Running inductor/test_cooperative_reductions 1/1 ... [2024-12-18 01:02:27.129563] 2024-12-18T01:02:27.1302339Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:02:27.1304804Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cooperative_reductions.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:02:27.129979] 2024-12-18T01:02:32.1551615Z 2024-12-18T01:02:32.1552954Z 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_a11365c89a2a2973_.log 2024-12-18T01:02:32.1632585Z 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 2024-12-18T01:02:32.1710599Z 2024-12-18T01:02:36.4258955Z Running inductor/test_b2b_gemm 1/1 ... [2024-12-18 01:02:36.424997] 2024-12-18T01:02:36.4259688Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:02:36.4261284Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_b2b_gemm.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:02:36.425428] 2024-12-18T01:02:40.6997220Z 2024-12-18T01:02:40.6998700Z inductor/test_b2b_gemm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_b2b_gemm_1.1_12e9ac00bc8c32d0_.log 2024-12-18T01:02:40.7000528Z Running 0 items in this shard: 2024-12-18T01:02:40.7000838Z 2024-12-18T01:02:45.0488376Z Running test_import_stats 1/1 ... [2024-12-18 01:02:45.048327] 2024-12-18T01:02:45.0488968Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:02:45.0491641Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_import_stats.py', '-m', 'not serial', '--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 01:02:45.048719] 2024-12-18T01:02:49.5737684Z 2024-12-18T01:02:49.5738824Z test_import_stats 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_import_stats_1.1_7bdad4b385cbf884_.log 2024-12-18T01:02:49.5740444Z Running 2 items in this shard: test/test_import_stats.py::TestImportTime::test_time_cuda_device_count, test/test_import_stats.py::TestImportTime::test_time_import_torch 2024-12-18T01:02:49.5741536Z 2024-12-18T01:02:53.8508206Z Running test_binary_ufuncs 1/1 ... [2024-12-18 01:02:53.850124] 2024-12-18T01:02:53.8508729Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:02:53.8509858Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_binary_ufuncs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:02:53.850503] 2024-12-18T01:03:38.9157557Z 2024-12-18T01:03:38.9158582Z test_binary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_binary_ufuncs_1.1_59c220704e7db097_.log 2024-12-18T01:03:39.4746520Z Running 12850 items in this shard: test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___add___not_implemented_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___add___not_implemented_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___add___not_implemented_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___add___not_implemented_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___add___not_implemented_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___add___not_implemented_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___add___not_implemented_cuda_int8, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_true_divide_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_true_divide_cuda_complex32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_true_divide_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_true_divide_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_true_divide_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_true_divide_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_true_divide_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_true_divide_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_true_divide_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_true_divide_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_true_divide_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_xlogy_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_xlogy_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_xlogy_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_xlogy_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_xlogy_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_xlogy_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_xlogy_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_xlogy_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_xlogy_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_batch_vs_slicing_xlogy_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_binary_op_mem_overlap_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_binary_op_scalar_device_unspecified_cuda, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_binary_ops_with_scalars_cuda, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_bitwise_ops_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_bitwise_ops_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_bitwise_ops_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_bitwise_ops_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_bitwise_ops_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_bitwise_ops_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_bool_tensor_comparison_ops_cuda, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_add_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_add_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_bitwise_and_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_bitwise_or_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_bitwise_xor_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_clamp_max_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_clamp_max_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_clamp_min_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_clamp_min_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_eq_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_eq_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_float_power_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_float_power_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_floor_divide_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_floor_divide_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_fmod_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_fmod_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_gcd_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_ge_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_ge_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_gt_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_gt_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_heaviside_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_heaviside_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_isclose_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_isclose_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_lcm_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_le_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_le_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_logical_and_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_logical_and_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_logical_or_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_logical_or_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_logical_xor_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_logical_xor_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_lt_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_lt_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_maximum_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_maximum_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_minimum_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_minimum_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_ne_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_ne_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_pow_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_pow_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_remainder_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_remainder_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_sub_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting__refs_sub_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_add_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_add_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_bitwise_and_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_bitwise_or_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_bitwise_xor_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_clamp_max_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_clamp_max_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_clamp_min_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_clamp_min_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_eq_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_eq_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_float_power_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_float_power_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_floor_divide_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_floor_divide_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_fmod_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_fmod_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_gcd_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_ge_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_ge_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_gt_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_gt_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_heaviside_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_heaviside_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_isclose_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_isclose_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_jiterator_binary_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_jiterator_binary_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_jiterator_binary_return_by_ref_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_jiterator_binary_return_by_ref_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_lcm_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_le_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_le_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_logical_and_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_logical_and_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_logical_or_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_logical_or_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_logical_xor_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_logical_xor_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_lt_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_lt_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_max_binary_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_max_binary_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_maximum_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_maximum_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_min_binary_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_min_binary_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_minimum_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_minimum_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_ne_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_ne_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_pow_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_pow_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_remainder_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_remainder_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_sub_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_broadcasting_sub_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_cdiv_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_cmul_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_bfloat16_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_bfloat16_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_bool_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_complex128_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_complex128_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_complex128_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_complex128_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_complex64_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_complex64_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_complex64_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_complex64_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_complex64_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_float16_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_float16_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_float16_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_float32_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_float32_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_float32_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_float32_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_float32_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_float32_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_float32_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_float32_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_float32_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_float32_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_float32_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_float32_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_comparison_ops_type_promotion_and_broadcasting_cuda_float64_bfloat16, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_fmod_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_fmod_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_fmod_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_fmod_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_gcd_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_gcd_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_gcd_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_gcd_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_gcd_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_ge_cuda_bfloat16, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_return_by_ref_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_return_by_ref_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_return_by_ref_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_return_by_ref_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_return_by_ref_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_return_by_ref_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_lcm_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_lcm_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_lcm_cuda_int64, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_le_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_le_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_le_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_le_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logaddexp_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logaddexp_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logaddexp_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logaddexp_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logical_and_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logical_and_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logical_and_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logical_and_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logical_and_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logical_and_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logical_and_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logical_and_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logical_and_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logical_and_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logical_and_cuda_int8, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_t_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_t_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_t_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_t_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_t_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_t_cuda_int8, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_gcd_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_ge_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_ge_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_ge_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_ge_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_ge_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_ge_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_ge_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_ge_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_ge_cuda_int8, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_or_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_or_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_or_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_or_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_or_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_or_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_or_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_or_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_or_cuda_uint8, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_xor_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_xor_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_xor_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_lt_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_lt_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_lt_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_lt_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_lt_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_lt_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_lt_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_lt_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_lt_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_lt_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_maximum_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_maximum_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_maximum_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_maximum_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_maximum_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_maximum_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_maximum_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_maximum_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_maximum_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_maximum_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_minimum_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_minimum_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_minimum_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_minimum_cuda_float32, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_max_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_max_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_complex_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_complex_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_complex_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_floor_rounding_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_floor_rounding_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_floor_rounding_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_floor_rounding_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_floor_rounding_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_floor_rounding_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_floor_rounding_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_floor_rounding_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_floor_rounding_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_complex32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_trunc_rounding_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_trunc_rounding_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_trunc_rounding_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_trunc_rounding_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_trunc_rounding_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_trunc_rounding_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_trunc_rounding_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_trunc_rounding_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_trunc_rounding_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_complex32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_floor_divide_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_floor_divide_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_floor_divide_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_floor_divide_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_floor_divide_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_floor_divide_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_floor_divide_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_floor_divide_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_floor_divide_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmod_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmod_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmod_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmod_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmod_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmod_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmod_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmod_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmod_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gcd_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gcd_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gcd_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gcd_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gcd_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_hypot_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_hypot_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_hypot_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_hypot_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_igamma_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_igamma_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_igammac_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_igammac_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lcm_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lcm_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lcm_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lcm_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lcm_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logaddexp_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logaddexp_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logaddexp_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logaddexp_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_mul_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_mul_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_mul_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_mul_cuda_complex32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_mul_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_mul_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_mul_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_mul_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_mul_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_mul_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_mul_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_mul_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_mul_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ne_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ne_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ne_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ne_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ne_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ne_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ne_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ne_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ne_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ne_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ne_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ne_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_nextafter_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_nextafter_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_nextafter_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_nextafter_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_polar_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_polar_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_pow_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_pow_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_pow_cuda_complex32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_pow_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_pow_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_pow_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_pow_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_pow_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_pow_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_pow_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_pow_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_pow_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_remainder_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_remainder_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_remainder_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_remainder_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_remainder_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_remainder_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_remainder_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_remainder_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_remainder_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_rsub_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_rsub_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_rsub_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_rsub_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_rsub_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_rsub_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_rsub_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_rsub_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_rsub_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_rsub_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_rsub_cuda_uint8, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_u_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_u_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_u_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_u_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_u_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_u_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_u_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_u_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_v_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_v_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_v_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_v_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_v_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_v_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_v_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_v_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_w_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_w_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_w_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_w_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_w_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_w_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_w_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_chebyshev_polynomial_w_cuda_uint8, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_hermite_polynomial_he_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_hermite_polynomial_he_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_hermite_polynomial_he_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_hermite_polynomial_he_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_hermite_polynomial_he_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_hermite_polynomial_he_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_hermite_polynomial_he_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_special_hermite_polynomial_he_cuda_uint8, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_float16_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_float16_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_float32_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_float32_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_float32_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_float32_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_float32_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_float32_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_float32_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_float32_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_float32_uint8, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int32_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int32_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int32_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int32_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int32_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int64_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int64_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int64_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int64_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int64_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int64_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int64_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int64_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int64_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int8_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int8_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int8_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int8_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int8_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int8_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int8_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int8_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_int8_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_uint8_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_uint8_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_uint8_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_uint8_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_uint8_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_uint8_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_uint8_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_uint8_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_cuda_uint8_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_gradients_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_xlogy_xlog1py_scalar_type_promotion_cuda, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_bool_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_bool_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_bool_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_bool_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_bool_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_bool_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_bool_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_bool_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float32_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float32_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float32_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float32_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float32_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float32_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float32_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float32_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float64_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float64_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float64_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float64_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float64_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float64_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float64_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float64_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int16_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int16_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int16_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int16_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int16_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int16_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int16_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int16_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int32_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int32_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int32_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int32_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int32_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int32_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int32_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int32_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int64_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int64_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int64_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int64_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int64_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int64_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int64_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int64_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int8_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int8_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int8_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int8_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int8_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int8_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int8_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int8_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_uint8_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_uint8_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_uint8_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_uint8_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_uint8_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_uint8_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_uint8_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_uint8_uint8 2024-12-18T01:03:40.0131097Z 2024-12-18T01:03:43.2315594Z Running inductor/test_triton_wrapper 1/1 ... [2024-12-18 01:03:43.230719] 2024-12-18T01:03:43.2316811Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:03:43.2318694Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_wrapper.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:03:43.231084] 2024-12-18T01:03:47.8050763Z 2024-12-18T01:03:47.8051981Z inductor/test_triton_wrapper 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_wrapper_1.1_d75a017ecce9f96e_.log 2024-12-18T01:03:47.8053597Z Running 1 items in this shard: test/inductor/test_triton_wrapper.py::TestTritonWrapper::test_wrapper_using_gpu_seed 2024-12-18T01:03:47.8054346Z 2024-12-18T01:03:52.0798803Z Running inductor/test_ck_backend 1/1 ... [2024-12-18 01:03:52.079304] 2024-12-18T01:03:52.0799515Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:03:52.0801352Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_ck_backend.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:03:52.079733] 2024-12-18T01:03:58.5092501Z 2024-12-18T01:03:58.5093579Z inductor/test_ck_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_ck_backend_1.1_1c477a9f6554083b_.log 2024-12-18T01:03:58.5114379Z Running 31 items in this shard: test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_addmm_max_autotune_gemm_backends_ATen,Triton,CK_x_shape0, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_addmm_max_autotune_gemm_backends_ATen,Triton,CK_x_shape1, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_addmm_max_autotune_gemm_backends_ATen,Triton,CK_x_shape2, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_addmm_max_autotune_gemm_backends_CK_x_shape0, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_addmm_max_autotune_gemm_backends_CK_x_shape1, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_addmm_max_autotune_gemm_backends_CK_x_shape2, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_conv2d_max_autotune_conv_backends_ATEN,CK,TRITON, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_conv2d_max_autotune_conv_backends_CK, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_bmm_max_autotune_gemm_backends_ATen,Triton,CK, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_bmm_max_autotune_gemm_backends_CK, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_matmul_dynamic_max_autotune_gemm_backends_CK_autotune_in_subproc_True, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_matmul_max_autotune_gemm_backends_ATen,Triton,CK_autotune_in_subproc_False_use_aoti_False, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_matmul_max_autotune_gemm_backends_ATen,Triton,CK_autotune_in_subproc_False_use_aoti_True, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_matmul_max_autotune_gemm_backends_ATen,Triton,CK_autotune_in_subproc_True_use_aoti_False, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_matmul_max_autotune_gemm_backends_ATen,Triton,CK_autotune_in_subproc_True_use_aoti_True, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_matmul_max_autotune_gemm_backends_CK_autotune_in_subproc_False_use_aoti_False, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_matmul_max_autotune_gemm_backends_CK_autotune_in_subproc_False_use_aoti_True, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_matmul_max_autotune_gemm_backends_CK_autotune_in_subproc_True_use_aoti_False, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_matmul_max_autotune_gemm_backends_CK_autotune_in_subproc_True_use_aoti_True, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_non_contiguous_max_autotune_gemm_backends_ATen,Triton,CK, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_non_contiguous_max_autotune_gemm_backends_CK, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_preselected_max_autotune_gemm_backends_ATen,Triton,CK, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_precompile_preselected_max_autotune_gemm_backends_CK, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_scaled_mm_max_autotune_gemm_backends_ATen,Triton,CK_bfloat16_use_fast_accum_True_quantize_type_rowwise_has_bias_False, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_scaled_mm_max_autotune_gemm_backends_ATen,Triton,CK_bfloat16_use_fast_accum_True_quantize_type_rowwise_has_bias_True, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_scaled_mm_max_autotune_gemm_backends_ATen,Triton,CK_bfloat16_use_fast_accum_True_quantize_type_tensorwise_has_bias_False, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_scaled_mm_max_autotune_gemm_backends_ATen,Triton,CK_bfloat16_use_fast_accum_True_quantize_type_tensorwise_has_bias_True, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_scaled_mm_max_autotune_gemm_backends_CK_bfloat16_use_fast_accum_True_quantize_type_rowwise_has_bias_False, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_scaled_mm_max_autotune_gemm_backends_CK_bfloat16_use_fast_accum_True_quantize_type_rowwise_has_bias_True, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_scaled_mm_max_autotune_gemm_backends_CK_bfloat16_use_fast_accum_True_quantize_type_tensorwise_has_bias_False, test/inductor/test_ck_backend.py::TestCKBackend::test_max_autotune_scaled_mm_max_autotune_gemm_backends_CK_bfloat16_use_fast_accum_True_quantize_type_tensorwise_has_bias_True 2024-12-18T01:03:58.5133865Z 2024-12-18T01:04:02.7955263Z Running export/test_functionalized_assertions 1/1 ... [2024-12-18 01:04:02.794955] 2024-12-18T01:04:02.7956166Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:04:02.7957784Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_functionalized_assertions.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:04:02.795356] 2024-12-18T01:04:03.9909441Z 2024-12-18T01:04:03.9910593Z inductor/test_torchinductor 1/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_1.2_76f7ff177ba1a698_.log 2024-12-18T01:04:04.0189614Z Running 810 items in this shard: test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_broadcast1_broadcast1, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_broadcast1_broadcast2, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_broadcast1_int, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_broadcast1_strided, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_broadcast2_broadcast1, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_broadcast2_broadcast2, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_broadcast2_broadcast3, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_broadcast2_transposed, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_broadcast3_dense, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_broadcast3_strided, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_broadcast3_transposed, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_dense_broadcast1, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_dense_broadcast2, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_dense_int, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_dense_strided, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_dense_transposed, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_double_broadcast2, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_double_broadcast3, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_double_dense, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_double_transposed, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_int_broadcast2, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_int_double, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_int_strided, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_strided_broadcast3, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_strided_int, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_transposed_broadcast1, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_transposed_broadcast3, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_transposed_dense, test/inductor/test_torchinductor.py::SweepInputsCpuTest::test_cpu_transposed_double, test/inductor/test_torchinductor.py::CpuTests::test__unsafe_masked_index_cpu, test/inductor/test_torchinductor.py::CpuTests::test_abs_cpu, test/inductor/test_torchinductor.py::CpuTests::test_adaptive_avg_pool2d1_cpu, test/inductor/test_torchinductor.py::CpuTests::test_adaptive_avg_pool2d2_cpu, test/inductor/test_torchinductor.py::CpuTests::test_adaptive_avg_pool2d_low_prec_cpu, test/inductor/test_torchinductor.py::CpuTests::test_adaptive_max_pool2d1_cpu, test/inductor/test_torchinductor.py::CpuTests::test_adaptive_max_pool2d2_cpu, test/inductor/test_torchinductor.py::CpuTests::test_adaptive_max_pool2d3_cpu, test/inductor/test_torchinductor.py::CpuTests::test_add_complex5_cpu, test/inductor/test_torchinductor.py::CpuTests::test_add_complex6_cpu, test/inductor/test_torchinductor.py::CpuTests::test_add_const_int_cpu, test/inductor/test_torchinductor.py::CpuTests::test_add_inplace_permuted_cpu, test/inductor/test_torchinductor.py::CpuTests::test_aliased_buffer_reuse_cpu, test/inductor/test_torchinductor.py::CpuTests::test_angle_cpu, test/inductor/test_torchinductor.py::CpuTests::test_aoti_eager_cache_hit_cpu, test/inductor/test_torchinductor.py::CpuTests::test_aoti_eager_override_registration_cpu, test/inductor/test_torchinductor.py::CpuTests::test_arange1_cpu, test/inductor/test_torchinductor.py::CpuTests::test_arange2_cpu, test/inductor/test_torchinductor.py::CpuTests::test_arange5_cpu, test/inductor/test_torchinductor.py::CpuTests::test_arange6_cpu, test/inductor/test_torchinductor.py::CpuTests::test_argmax_argmin1_cpu, test/inductor/test_torchinductor.py::CpuTests::test_argmax_argmin2_cpu, test/inductor/test_torchinductor.py::CpuTests::test_argmax_min_int32_cpu, test/inductor/test_torchinductor.py::CpuTests::test_argmax_to_float_cpu, test/inductor/test_torchinductor.py::CpuTests::test_as_strided_scatter_cpu, test/inductor/test_torchinductor.py::CpuTests::test_avg_pool2d1_cpu, test/inductor/test_torchinductor.py::CpuTests::test_avg_pool2d5_cpu, test/inductor/test_torchinductor.py::CpuTests::test_avg_pool2d6_cpu, test/inductor/test_torchinductor.py::CpuTests::test_avg_pool2d7_cpu, test/inductor/test_torchinductor.py::CpuTests::test_avg_pool2d_backward3_cpu, test/inductor/test_torchinductor.py::CpuTests::test_avg_pool2d_backward4_cpu, test/inductor/test_torchinductor.py::CpuTests::test_avg_pool2d_backward_cpu, test/inductor/test_torchinductor.py::CpuTests::test_avg_pool3d_backward2_cpu, test/inductor/test_torchinductor.py::CpuTests::test_avg_pool3d_backward4_cpu, test/inductor/test_torchinductor.py::CpuTests::test_avg_pool3d_backward_cpu, test/inductor/test_torchinductor.py::CpuTests::test_batch_norm_2d_cpu, test/inductor/test_torchinductor.py::CpuTests::test_bitwise3_cpu, test/inductor/test_torchinductor.py::CpuTests::test_both_scalars_cpu, test/inductor/test_torchinductor.py::CpuTests::test_bucketize_add_autotune_cpu, test/inductor/test_torchinductor.py::CpuTests::test_bucketize_cpu, test/inductor/test_torchinductor.py::CpuTests::test_bucketize_int_cpu, test/inductor/test_torchinductor.py::CpuTests::test_buffer_batch_norm_cpu, test/inductor/test_torchinductor.py::CpuTests::test_buffer_copied_in_graph_with_different_shapes_cpu, test/inductor/test_torchinductor.py::CpuTests::test_builtins_round_cpu, test/inductor/test_torchinductor.py::CpuTests::test_builtins_round_float_ndigits_neg_cpu, test/inductor/test_torchinductor.py::CpuTests::test_builtins_round_float_ndigits_zero_cpu, test/inductor/test_torchinductor.py::CpuTests::test_builtins_round_int_ndigits_pos_cpu, test/inductor/test_torchinductor.py::CpuTests::test_builtins_round_int_ndigits_zero_cpu, test/inductor/test_torchinductor.py::CpuTests::test_cat_empty_cpu, test/inductor/test_torchinductor.py::CpuTests::test_cat_inplace_cpu, test/inductor/test_torchinductor.py::CpuTests::test_cat_negative_dim_cpu, test/inductor/test_torchinductor.py::CpuTests::test_cat_of_loops_and_extern_kernel_cpu, test/inductor/test_torchinductor.py::CpuTests::test_cat_unbacked_legacy_empty_cpu, test/inductor/test_torchinductor.py::CpuTests::test_cat_upcasting_cpu, test/inductor/test_torchinductor.py::CpuTests::test_cauchy_cpu, test/inductor/test_torchinductor.py::CpuTests::test_clone_cpu, test/inductor/test_torchinductor.py::CpuTests::test_compar_cpu, test/inductor/test_torchinductor.py::CpuTests::test_computed_buffer_inlining_cpu, test/inductor/test_torchinductor.py::CpuTests::test_concat_add_inplace_cpu, test/inductor/test_torchinductor.py::CpuTests::test_config_option_dont_assume_alignment_cpu, test/inductor/test_torchinductor.py::CpuTests::test_config_option_dont_assume_alignment_cudagraphs_cpu, test/inductor/test_torchinductor.py::CpuTests::test_config_option_dont_assume_alignment_recompiles_cpu, test/inductor/test_torchinductor.py::CpuTests::test_consecutive_split_cumprod_cpu, test/inductor/test_torchinductor.py::CpuTests::test_consecutive_split_cumsum_cpu, test/inductor/test_torchinductor.py::CpuTests::test_const_int32_to_float_cpu, test/inductor/test_torchinductor.py::CpuTests::test_constant_pad_2d_cpu, test/inductor/test_torchinductor.py::CpuTests::test_constant_pad_float64_cpu, test/inductor/test_torchinductor.py::CpuTests::test_conv3d_channels_last_cpu, test/inductor/test_torchinductor.py::CpuTests::test_conv_backward_cpu, test/inductor/test_torchinductor.py::CpuTests::test_conv_bn_fuse_cpu, test/inductor/test_torchinductor.py::CpuTests::test_conv_inference_heuristics_cpu, test/inductor/test_torchinductor.py::CpuTests::test_conv_with_as_strided_cpu, test/inductor/test_torchinductor.py::CpuTests::test_convolution1_cpu, test/inductor/test_torchinductor.py::CpuTests::test_convolution2_cpu, test/inductor/test_torchinductor.py::CpuTests::test_convolution3_cpu, test/inductor/test_torchinductor.py::CpuTests::test_convolution4_cpu, test/inductor/test_torchinductor.py::CpuTests::test_convolution5_cpu, test/inductor/test_torchinductor.py::CpuTests::test_cos_cpu, test/inductor/test_torchinductor.py::CpuTests::test_cumsum_inf_cpu, test/inductor/test_torchinductor.py::CpuTests::test_cumsum_no_mask_cpu, test/inductor/test_torchinductor.py::CpuTests::test_cumsum_pattern_matcher_issue_cpu, test/inductor/test_torchinductor.py::CpuTests::test_cumsum_zero_dim_cpu, test/inductor/test_torchinductor.py::CpuTests::test_custom_op_2_cpu, test/inductor/test_torchinductor.py::CpuTests::test_custom_op_3_cpu, test/inductor/test_torchinductor.py::CpuTests::test_custom_op_unbacked_symints_cpu, test/inductor/test_torchinductor.py::CpuTests::test_custom_scan_op_cpu, test/inductor/test_torchinductor.py::CpuTests::test_custom_scan_would_split_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dist_bf16_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dist_cpu, test/inductor/test_torchinductor.py::CpuTests::test_div1_cpu, test/inductor/test_torchinductor.py::CpuTests::test_div2_cpu, test/inductor/test_torchinductor.py::CpuTests::test_div4_cpu, test/inductor/test_torchinductor.py::CpuTests::test_div5_cpu, test/inductor/test_torchinductor.py::CpuTests::test_div7_cpu, test/inductor/test_torchinductor.py::CpuTests::test_div_precision_cpu, test/inductor/test_torchinductor.py::CpuTests::test_div_prim_cpu, test/inductor/test_torchinductor.py::CpuTests::test_div_softmax_symfloat_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dropout2_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dropout_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dropout_deterministic_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dropout_trivial_0_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dropout_trivial_1_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dtype_mismatch_issue_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dtypeview_bfloat16_bfloat16_cpu, 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test/inductor/test_torchinductor.py::CpuTests::test_dtypeview_float32_float64_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dtypeview_float32_int32_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dtypeview_float32_int64_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dtypeview_float64_bfloat16_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dtypeview_float64_float16_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dtypeview_float64_int32_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dtypeview_float64_int8_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dtypeview_float64_uint8_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dtypeview_fusion_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dtypeview_int16_int64_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dtypeview_int16_uint8_cpu, test/inductor/test_torchinductor.py::CpuTests::test_dtypeview_int32_bfloat16_cpu, 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test/inductor/test_torchinductor.py::GPUTests::test_index_propagation_remainder_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_put3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_put_as_masked_fill_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_put_failed_reinplace_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_put_fallback1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_put_fallback2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_tensor_cuda, test/inductor/test_torchinductor.py::GPUTests::test_indirect_load_broadcast_cuda, test/inductor/test_torchinductor.py::GPUTests::test_inductor_assert_cuda, test/inductor/test_torchinductor.py::GPUTests::test_inductor_layout_optimization_input_mutations_cuda, test/inductor/test_torchinductor.py::GPUTests::test_inplace_mixed_dtype_ops_cuda, test/inductor/test_torchinductor.py::GPUTests::test_inplace_resize_as_cuda, test/inductor/test_torchinductor.py::GPUTests::test_inplace_where_pointwise_cuda, test/inductor/test_torchinductor.py::GPUTests::test_input_mutation2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_int8_weight_only_quant_cuda, test/inductor/test_torchinductor.py::GPUTests::test_int_input_dynamic_shapes_cuda, test/inductor/test_torchinductor.py::GPUTests::test_invalid_operand_issue1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_isinf2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_large_grid_cuda, test/inductor/test_torchinductor.py::GPUTests::test_large_offset_pointwise_cuda, test/inductor/test_torchinductor.py::GPUTests::test_layer_norm_cuda, test/inductor/test_torchinductor.py::GPUTests::test_lerp_cuda, test/inductor/test_torchinductor.py::GPUTests::test_like_channels_last_cuda, test/inductor/test_torchinductor.py::GPUTests::test_like_rands2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_like_rands_cuda, test/inductor/test_torchinductor.py::GPUTests::test_linear_float64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_linspace3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_list_clearing_cuda, test/inductor/test_torchinductor.py::GPUTests::test_log1p_cuda, test/inductor/test_torchinductor.py::GPUTests::test_log2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_logsumexp_cuda, test/inductor/test_torchinductor.py::GPUTests::test_long_tensor_cuda, test/inductor/test_torchinductor.py::GPUTests::test_masked_fill_cuda, test/inductor/test_torchinductor.py::GPUTests::test_masked_fill_promotion_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d7_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d_with_indices_backward5_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d_with_indices_backward_cuda, test/inductor/test_torchinductor.py::GPUTests::test_mean_cuda, test/inductor/test_torchinductor.py::GPUTests::test_min_max_reduction_cuda, test/inductor/test_torchinductor.py::GPUTests::test_misaligned_address_issue1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_move_arange_cuda, test/inductor/test_torchinductor.py::GPUTests::test_multi_device_cuda, test/inductor/test_torchinductor.py::GPUTests::test_multi_threading_cuda, test/inductor/test_torchinductor.py::GPUTests::test_multilayer_any_cuda, test/inductor/test_torchinductor.py::GPUTests::test_multilayer_prime_size_cuda, test/inductor/test_torchinductor.py::GPUTests::test_multilayer_sum_low_prec_cuda, test/inductor/test_torchinductor.py::GPUTests::test_mutations_loop_fusion_cuda, test/inductor/test_torchinductor.py::GPUTests::test_narrow_cuda, test/inductor/test_torchinductor.py::GPUTests::test_new_empty_cuda, test/inductor/test_torchinductor.py::GPUTests::test_new_empty_strided_cuda, test/inductor/test_torchinductor.py::GPUTests::test_new_ones_cuda, test/inductor/test_torchinductor.py::GPUTests::test_one_hot_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pad_cast_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pad_view_cuda, test/inductor/test_torchinductor.py::GPUTests::test_philox_rand_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pixel_shuffle_channels_last_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_airy_ai_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_bessel_y0_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_bessel_y1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_chebyshev_polynomial_t_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_erf_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_erfcx_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_erfinv_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_exp2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_gammaln_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_hermite_polynomial_h_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_i1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_laguerre_polynomial_l_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_legendre_polynomial_p_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_log1p_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_log_ndtr_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_modified_bessel_i0_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_modified_bessel_i1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_modified_bessel_k1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_multigammaln_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_ndtri_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_psi_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_round_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_scaled_modified_bessel_k0_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_shifted_chebyshev_polynomial_v_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_shifted_chebyshev_polynomial_w_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_spherical_bessel_j0_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_zeta_cuda, test/inductor/test_torchinductor.py::GPUTests::test_prod_cuda, test/inductor/test_torchinductor.py::GPUTests::test_rand_like_deterministic_cuda, test/inductor/test_torchinductor.py::GPUTests::test_randint_kernel_count_cuda, test/inductor/test_torchinductor.py::GPUTests::test_randn_with_dtype_and_device_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reduction4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reflection_pad2d_cuda, test/inductor/test_torchinductor.py::GPUTests::test_remainder_cuda, test/inductor/test_torchinductor.py::GPUTests::test_remove_noop_clone_cuda, test/inductor/test_torchinductor.py::GPUTests::test_remove_noop_copy_cuda, test/inductor/test_torchinductor.py::GPUTests::test_repeat_as_strided_cuda, test/inductor/test_torchinductor.py::GPUTests::test_repeat_cuda, test/inductor/test_torchinductor.py::GPUTests::test_repeat_interleave_cuda, test/inductor/test_torchinductor.py::GPUTests::test_roi_align_cuda, test/inductor/test_torchinductor.py::GPUTests::test_round_correctness_cuda, test/inductor/test_torchinductor.py::GPUTests::test_round_cuda, test/inductor/test_torchinductor.py::GPUTests::test_rsqrt_dynamic_shapes_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scalar_cpu_tensor_arg_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scalar_input_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scaled_dot_product_efficient_attention_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter6_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter_add2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter_bf16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter_reduce2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter_reduce3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scheduler_vertical_fusion1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_False_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_True_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_True_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sdpa_unaligned_mask_cuda, test/inductor/test_torchinductor.py::GPUTests::test_setitem_with_int_parameter_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sgn_cuda, test/inductor/test_torchinductor.py::GPUTests::test_shape_prop_torch_ones_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sign_dtype_cuda, test/inductor/test_torchinductor.py::GPUTests::test_simplify_loops_cuda, test/inductor/test_torchinductor.py::GPUTests::test_single_elem_indirect_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sizehint_issue1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice_scatter3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice_scatter_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice_view_with_graph_break_cuda, test/inductor/test_torchinductor.py::GPUTests::test_softmax_cuda, test/inductor/test_torchinductor.py::GPUTests::test_softmax_one_kernel_persist_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sort_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sort_stable_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_cumprod_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_failed_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_with_list_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_with_sizes_with_unbacked_symints_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_with_unbacked_symints_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sqrt_dynamic_shapes_cuda, test/inductor/test_torchinductor.py::GPUTests::test_squeeze1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_stack_cuda, test/inductor/test_torchinductor.py::GPUTests::test_strided_inputs_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sum4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sum_dtype_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sum_int_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sum_keepdims_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tan_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tanh_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tensor1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tensor3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tensor_index_put_slice_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tmp_not_defined_issue3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_topk_cuda, test/inductor/test_torchinductor.py::GPUTests::test_transpose_add_cuda, test/inductor/test_torchinductor.py::GPUTests::test_transpose_cuda, test/inductor/test_torchinductor.py::GPUTests::test_uint_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unroll_small_reduction_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unspec_inputs_float16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unspec_inputs_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unspec_inputs_int64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unspec_inputs_int8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unsqueeze_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unsqueeze_inplace_cuda, test/inductor/test_torchinductor.py::GPUTests::test_upsample_bicubic2d_cuda, test/inductor/test_torchinductor.py::GPUTests::test_upsample_cat_conv_cuda, test/inductor/test_torchinductor.py::GPUTests::test_upsample_nearest2d_backward_cuda, test/inductor/test_torchinductor.py::GPUTests::test_var_mean_cuda, test/inductor/test_torchinductor.py::GPUTests::test_vdd_clamp_cuda, test/inductor/test_torchinductor.py::GPUTests::test_vertical_fusion1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_view_as_real_cuda, test/inductor/test_torchinductor.py::GPUTests::test_views1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_views2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_views3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_where_broadcast_cuda, test/inductor/test_torchinductor.py::GPUTests::test_where_with_logical_op_cuda, test/inductor/test_torchinductor.py::GPUTests::test_zeros_cuda, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_bandwidth_profiler, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_codegen_config_option_dont_assume_alignment, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_comment_graph_fragment, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_computed_indirect_mask, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_constant_folding_deallocation, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_divisible_by_16_covers_numel_args, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_evict_last_non_coalesced_loads, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_indirect_device_assert, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_inductor_detach_view, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_kernel_names_descriptive, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_layer_norm_inplaces_after_matmul, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_non_blocking_copy_codegen, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_numpy_autograd, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_optimize_indexing_dtype, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_red_followed_by_transposed_pointwise, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_sdpa_inference_mode_aot_compile, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_split_op_with_sym, test/inductor/test_torchinductor.py::NanCheckerTest::test_nan_checker_fail, test/inductor/test_torchinductor.py::TestFull::test_full_dtype 2024-12-18T01:04:04.0456576Z 2024-12-18T01:04:07.2192658Z 2024-12-18T01:04:07.2193750Z export/test_functionalized_assertions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_functionalized_assertions_1.1_49a6eba6d57b3f7b_.log 2024-12-18T01:04:07.2195648Z Running 2 items in this shard: test/export/test_functionalized_assertions.py::TestFuntionalAssertions::test_functional_assert_async_msg, test/export/test_functionalized_assertions.py::TestFuntionalAssertions::test_functional_sym_constrain_range 2024-12-18T01:04:07.2196912Z 2024-12-18T01:04:08.3066177Z Running export/test_tree_utils 1/1 ... [2024-12-18 01:04:08.306020] 2024-12-18T01:04:08.3066983Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:04:08.3069775Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_tree_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:04:08.306441] 2024-12-18T01:04:11.4565450Z Running inductor/test_inductor_annotations 1/1 ... [2024-12-18 01:04:11.455797] 2024-12-18T01:04:11.4566298Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:04:11.4568210Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inductor_annotations.py', '-m', 'not serial', '--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 01:04:11.456177] 2024-12-18T01:04:12.7294701Z 2024-12-18T01:04:12.7296574Z export/test_tree_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_tree_utils_1.1_5c3a064f19e14e1e_.log 2024-12-18T01:04:12.7298409Z Running 2 items in this shard: test/export/test_tree_utils.py::TestTreeUtils::test_equivalence_check, test/export/test_tree_utils.py::TestTreeUtils::test_reorder_kwargs 2024-12-18T01:04:12.7299170Z 2024-12-18T01:04:15.9804529Z 2024-12-18T01:04:15.9805777Z inductor/test_inductor_annotations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_annotations_1.1_c370cdd3a9676700_.log 2024-12-18T01:04:15.9807546Z Running 2 items in this shard: test/inductor/test_inductor_annotations.py::InductorAnnotationTestCase::test_no_annotations, test/inductor/test_inductor_annotations.py::InductorAnnotationTestCase::test_training_annotation 2024-12-18T01:04:15.9808585Z 2024-12-18T01:04:16.9842274Z Running dynamo/test_nops 1/1 ... [2024-12-18 01:04:16.983559] 2024-12-18T01:04:16.9842945Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:04:16.9844374Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_nops.py', '-m', 'not serial', '--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 01:04:16.983946] 2024-12-18T01:04:20.2510262Z Running inductor/test_utils 1/1 ... [2024-12-18 01:04:20.250466] 2024-12-18T01:04:20.2510974Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:04:20.2512947Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:04:20.250878] 2024-12-18T01:04:21.4584643Z 2024-12-18T01:04:21.4585451Z dynamo/test_nops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_nops_1.1_571e9dc34ef97508_.log 2024-12-18T01:04:21.4586952Z Running 4 items in this shard: test/dynamo/test_nops.py::NopTests::test1, test/dynamo/test_nops.py::NopTests::test2, test/dynamo/test_nops.py::NopTests::test3, test/dynamo/test_nops.py::NopTests::test_extended_args 2024-12-18T01:04:21.4587874Z 2024-12-18T01:04:24.6747947Z 2024-12-18T01:04:24.6749349Z inductor/test_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_utils_1.1_0fb105fba5104f59_.log 2024-12-18T01:04:24.6750733Z Running 2 items in this shard: test/inductor/test_utils.py::TestUtils::testSympySubs, test/inductor/test_utils.py::TestUtils::test_zip_schema 2024-12-18T01:04:24.6751368Z 2024-12-18T01:04:25.6495997Z Running inductor/test_indexing 1/1 ... [2024-12-18 01:04:25.649056] 2024-12-18T01:04:25.6496480Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:04:25.6499008Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_indexing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:04:25.649451] 2024-12-18T01:04:28.9175496Z Running inductor/test_pad_mm 1/1 ... [2024-12-18 01:04:28.916955] 2024-12-18T01:04:28.9176032Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:04:28.9177355Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_pad_mm.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:04:28.917362] 2024-12-18T01:04:32.1773464Z 2024-12-18T01:04:32.1774367Z inductor/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_indexing_1.1_a9c1c1bc6213875c_.log 2024-12-18T01:04:32.1781872Z Running 19 items in this shard: test/inductor/test_indexing.py::TestIndexingSimplification::test_expand_floor_div_applied, test/inductor/test_indexing.py::TestIndexingSimplification::test_expand_floor_div_skipped, test/inductor/test_indexing.py::TestIndexingSimplification::test_indexing_join, test/inductor/test_indexing.py::TestIndexingSimplification::test_indexing_simplification, test/inductor/test_indexing.py::TestIndexingSimplification::test_int8_unpack, test/inductor/test_indexing.py::TestIndexingSimplification::test_modular_indexing_pairs_merged, test/inductor/test_indexing.py::TestIndexingSimplification::test_modular_indexing_pairs_not_merged, test/inductor/test_indexing.py::ExprPrinterTests::test_print_Min_Max, test/inductor/test_indexing.py::ExprPrinterTests::test_print_ceil, test/inductor/test_indexing.py::ExprPrinterTests::test_print_floor, test/inductor/test_indexing.py::ExprPrinterTests::test_print_floor_div, test/inductor/test_indexing.py::ExprPrinterTests::test_print_mod, test/inductor/test_indexing.py::ExprPrinterTests::test_print_mod_index, test/inductor/test_indexing.py::ExprPrinterTests::test_print_pow, test/inductor/test_indexing.py::ExprPrinterTests::test_print_python_mod, test/inductor/test_indexing.py::ExprPrinterTests::test_print_round, test/inductor/test_indexing.py::ExprPrinterTests::test_print_round_decimal_ndigits_-1, test/inductor/test_indexing.py::ExprPrinterTests::test_print_round_decimal_ndigits_0, test/inductor/test_indexing.py::ExprPrinterTests::test_print_round_decimal_ndigits_1 2024-12-18T01:04:32.1788912Z 2024-12-18T01:04:34.1432092Z 2024-12-18T01:04:34.1432988Z inductor/test_pad_mm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_pad_mm_1.1_7aa0bf1c4962777e_.log 2024-12-18T01:04:34.1438350Z Running 18 items in this shard: test/inductor/test_pad_mm.py::PadMMTest::test_cat_pad_mm_dyn_m, test/inductor/test_pad_mm.py::PadMMTest::test_exclude_cat_padding, test/inductor/test_pad_mm.py::PadMMTest::test_exclude_padding, test/inductor/test_pad_mm.py::PadMMTest::test_original_aten_preserved_pad_mm, test/inductor/test_pad_mm.py::PadMMTest::test_pad_addmm_2d_bias, test/inductor/test_pad_mm.py::PadMMTest::test_pad_addmm_dyn_m, test/inductor/test_pad_mm.py::PadMMTest::test_pad_addmm_dyn_mn, test/inductor/test_pad_mm.py::PadMMTest::test_pad_batch, test/inductor/test_pad_mm.py::PadMMTest::test_pad_bmm_dyn_b, test/inductor/test_pad_mm.py::PadMMTest::test_pad_bmm_dyn_bm, test/inductor/test_pad_mm.py::PadMMTest::test_pad_bmm_dyn_k, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_bf16, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_k, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_m, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_mnk, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_n, test/inductor/test_pad_mm.py::PadMMTest::test_pad_single_cat, test/inductor/test_pad_mm.py::PadMMTest::test_zero_dim 2024-12-18T01:04:34.1443186Z 2024-12-18T01:04:36.4922943Z Running dynamo/test_utils 1/1 ... [2024-12-18 01:04:36.491785] 2024-12-18T01:04:36.4923558Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:04:36.4926288Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:04:36.492235] 2024-12-18T01:04:38.3942011Z Running inductor/test_select_algorithm 1/1 ... [2024-12-18 01:04:38.393674] 2024-12-18T01:04:38.3942647Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:04:38.3946291Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_select_algorithm.py', '-m', 'not serial', '--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 01:04:38.394146] 2024-12-18T01:04:40.9158150Z 2024-12-18T01:04:40.9159307Z dynamo/test_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_utils_1.1_a6f40c8c2d4ccd11_.log 2024-12-18T01:04:40.9163918Z 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 2024-12-18T01:04:40.9166706Z 2024-12-18T01:04:43.4709682Z 2024-12-18T01:04:43.4711137Z 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_7ddb85cead9defa1_.log 2024-12-18T01:04:43.4718847Z 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 2024-12-18T01:04:43.4726267Z 2024-12-18T01:04:45.1555513Z Running inductor/test_compile_worker 1/1 ... [2024-12-18 01:04:45.154902] 2024-12-18T01:04:45.1556632Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:04:45.1558433Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compile_worker.py', '-m', 'not serial', '--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 01:04:45.155280] 2024-12-18T01:04:47.7661266Z Running functorch/test_aotdispatch 1/1 ... [2024-12-18 01:04:47.765475] 2024-12-18T01:04:47.7661947Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:04:47.7663744Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_aotdispatch.py', '-m', 'not serial', '--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 01:04:47.765894] 2024-12-18T01:04:51.5889931Z 2024-12-18T01:04:51.5891389Z inductor/test_compile_worker 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_worker_1.1_fe151bc757462a63_.log 2024-12-18T01:04:51.5893997Z Running 3 items in this shard: test/inductor/test_compile_worker.py::TestCompileWorker::test_basic_jobs, test/inductor/test_compile_worker.py::TestCompileWorker::test_crash, test/inductor/test_compile_worker.py::TestCompileWorker::test_exception 2024-12-18T01:04:51.5895760Z 2024-12-18T01:04:54.6952225Z 2024-12-18T01:04:54.6953209Z functorch/test_aotdispatch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_aotdispatch_1.1_669d504a0db1d2f0_.log 2024-12-18T01:04:54.7154095Z Running 445 items in this shard: test/functorch/test_aotdispatch.py::TestAOTAutograd::test_autocast_disable_guard, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_backward_mutation_data, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_backward_mutation_forward_inputs, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_backward_mutation_forward_inputs_create_graph, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_backward_mutation_metadata, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_backward_mutation_on_grad_out, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_batch_norm_amp, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_batchnorm, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_batchnorm_inference, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_buffer_batch_norm, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_buffer_copied_in_graph, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_buffer_copied_in_graph_with_different_shapes, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_compilation_context, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_complex_linear, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_composite_impl_compile, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_custom_autograd, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_custom_tensor_metadata, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_default_partitioner_saves_symints_not_tensors_for_bw, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_dupe_arg, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_dupe_arg_returned_as_output, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_dupe_arg_torture, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_dynamic_output_aliases_input_view_meta_replay, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_dynamic_shape_output_not_in_bw_graph, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_embedding_bag_view_dynamic, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_grad_context, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_inference_mode, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_inner_grad, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_aliased_with_mutation_output_alias, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_data_and_metadata_mutation, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_data_and_metadata_mutation_aliases_other_input, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_inplace_requires_grad_true, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_metadata_mutation_aliases, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_alias_everything, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_aliases_and_none_require_gradients, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_aliases_and_output_alias, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_aliases_bases_out_of_order, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_aliases_other_input, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_aliases_other_input2, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_and_output_view, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_batchnorm, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_false_aliasing, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_hidden_from_autograd_aliasing, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_is_output, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_metadata, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_metadata2, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_modifies_autograd_meta_of_aliases, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_multiple, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_noncontiguous, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_output_view_multiple, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_requires_grad_detach, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_requires_grad_no_grad, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_requires_grad_no_grad_detach_mixed, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_requires_grad_no_grad_inference_graph, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_return, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_set__input_mutation, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_set__nop, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_simple, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_simple_with_none_and_nontensor, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_storage_resize_before_set_, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_storage_resize_down, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_storage_resize_down_and_set_, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_mutation_storage_resize_up, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_output_aliase_custom_autograd_function, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_output_view_metadata_mutate_multiple, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_output_view_mutate_multiple, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_input_output_view_simple, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_invalid_dupe, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_invalid_dupe_fake, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_invalid_dupe_left_bias, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_invalid_requires_grad, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_invalid_requires_grad_fake, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_list_codegen, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_mem_leak_from_save_for_bw, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_module, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_multi_output, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_multi_output_list, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_mutates_input_noncontiguous, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_nested_subclasses, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_nested_subclasses_complicated_inps, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_nested_subclasses_complicated_inps_mixed, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_nested_subclasses_non_nested_grad, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_new_inp_requires_grad_now, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_no_grad_input_output, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_non_tensor_and_none_inputs, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_nonidempotent_amp, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_aliases_input_multi_output_view, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_aliases_input_multi_output_view_should_raise_autograd_error, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_aliases_input_view_meta_replay, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_aliases_intermediate_and_returned, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_aliases_intermediate_and_returned_different_grad, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_aliases_intermediate_and_returned_flipped, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_aliases_intermediate_inplace_view, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_aliases_intermediate_inplace_view_and_view, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_aliases_intermediate_inplace_view_with_detach, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_aliases_intermediate_multi_output_view, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_aliases_intermediate_multiple, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_aliases_intermediate_multiple_mixed, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_aliases_intermediate_mutation_linear, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_aliases_intermediate_no_grad, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_aliases_intermediate_returned_multiple_times, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_aliases_intermediate_single, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_aliases_intermediate_view_meta_replay, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_aliases_multiple_inputs_get_correct_one, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_aliases_output_view_meta_replay, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_all_alias_types, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_dict, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_output_op_depending_on_symint, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_outputs_are_aliased, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_real_weights_in_symbolic_mode, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_real_weights_in_symbolic_mode_with_inplace_ops, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_set__and_data_mutation_bad, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_set__and_data_mutation_good, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_set__not_allowed, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_set__steals_view_chain, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_single_output, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_some_output_requires_grad_input_doesnt, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_some_outputs_dont_require_grad_non_view, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_some_outputs_dont_require_grad_view, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_squeeze_mutation, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_subclass_metadata_mutation_req_grad_False, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_subclass_metadata_mutation_req_grad_True, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_synthetic_base_base_attribute_is_none, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_view_and_inplace_view, test/functorch/test_aotdispatch.py::TestAOTAutograd::test_view_detach, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_ban_dropout_mut_pre_dispatch, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_forward_mutation_multiple_mut, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_forward_mutation_no_buffer_mut, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_functionalized_rng_banned, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_input_dupes_banned, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_input_mutation_on_input_requiring_grad_banned, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_input_mutation_on_parameter_banned, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_metadata_mutation_banned, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_module_joint, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_multiple_outputs_require_grad_banned, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_predispatch_buffer_mutation_metadata, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_predispatch_composite_implicit_inplace, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_predispatch_composite_implicit_linear, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_predispatch_contiguous, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_predispatch_conv_and_bn, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_predispatch_func_composite_implicit, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_predispatch_func_simple, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_predispatch_func_view, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_predispatch_map_1, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_predispatch_map_2, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_predispatch_outdtype, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_predispatch_reshape, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_predispatch_with_autograd_op, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_predispatch_with_cond, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_predispatch_with_cond_nested, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_simplified_basic, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_simplified_pytrees_banned, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_synthetic_bases_banned, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_unbacked_arg, test/functorch/test_aotdispatch.py::TestAOTExport::test_aot_export_with_torch_cond, test/functorch/test_aotdispatch.py::TestPartitioning::test_autocast, test/functorch/test_aotdispatch.py::TestPartitioning::test_contiguous, test/functorch/test_aotdispatch.py::TestPartitioning::test_default_partitioner_getitem, test/functorch/test_aotdispatch.py::TestPartitioning::test_default_partitioner_output_tensor_shape_tensor, test/functorch/test_aotdispatch.py::TestPartitioning::test_generate_gives_inference_graph, test/functorch/test_aotdispatch.py::TestPartitioning::test_meta_tensor_inplace_op, test/functorch/test_aotdispatch.py::TestPartitioning::test_min_cut_partitioner, test/functorch/test_aotdispatch.py::TestPartitioning::test_min_cut_partitioner_output_tensor_shape_tensor, test/functorch/test_aotdispatch.py::TestPartitioning::test_min_cut_partitioner_save_shape, test/functorch/test_aotdispatch.py::TestPartitioning::test_preserve_random, test/functorch/test_aotdispatch.py::TestPartitioning::test_recompute_partitioning, test/functorch/test_aotdispatch.py::TestAOTDispatch::test_aot_dispatch_incorrect_backward, test/functorch/test_aotdispatch.py::TestAOTDispatch::test_aot_dispatch_inference, test/functorch/test_aotdispatch.py::TestAOTDispatch::test_aot_dispatch_input_data_and_metadata_mutation, test/functorch/test_aotdispatch.py::TestAOTDispatch::test_aot_dispatch_input_metadata_mutation, test/functorch/test_aotdispatch.py::TestAOTDispatch::test_aot_dispatch_input_mutation, test/functorch/test_aotdispatch.py::TestAOTDispatch::test_aot_dispatch_input_mutation_and_output_alias, test/functorch/test_aotdispatch.py::TestAOTDispatch::test_aot_dispatch_output_alias, test/functorch/test_aotdispatch.py::TestAOTDispatch::test_aot_dispatch_output_requires_grad_in_no_grad, test/functorch/test_aotdispatch.py::TestAOTDispatch::test_aot_dispatch_output_requires_grad_in_no_grad_views, test/functorch/test_aotdispatch.py::TestAOTDispatch::test_aot_dispatch_simple, test/functorch/test_aotdispatch.py::TestAOTModuleSimplified::test_aot_module_simplified, test/functorch/test_aotdispatch.py::TestAOTModuleSimplified::test_aot_module_simplified_dynamic, test/functorch/test_aotdispatch.py::TestAOTModuleSimplified::test_aot_module_simplified_fake_tensor_gm_raises, test/functorch/test_aotdispatch.py::TestAOTModuleSimplified::test_aot_module_simplified_preserves_stack_trace, test/functorch/test_aotdispatch.py::TestAOTModuleSimplified::test_aot_module_simplified_preserves_stack_trace_from_mutation, test/functorch/test_aotdispatch.py::TestAOTModuleSimplified::test_aot_test_subclasses_with_tensor_factories, test/functorch/test_aotdispatch.py::TestAOTModuleSimplified::test_grads_no_force_contiguous_dense, test/functorch/test_aotdispatch.py::TestAOTModuleSimplified::test_grads_no_force_contiguous_nested_subclass, test/functorch/test_aotdispatch.py::TestAOTModuleSimplified::test_grads_no_force_contiguous_nested_tensor_tangent, test/functorch/test_aotdispatch.py::TestAOTModuleSimplified::test_grads_no_force_contiguous_subclass, test/functorch/test_aotdispatch.py::TestAOTModuleSimplified::test_inductor_freezing_with_subclasses, test/functorch/test_aotdispatch.py::TestAOTModuleSimplified::test_inference_python_dispatcher, test/functorch/test_aotdispatch.py::TestAOTModuleSimplified::test_lift_fresh_copy_in_graph, test/functorch/test_aotdispatch.py::TestAOTModuleSimplified::test_rrelu, test/functorch/test_aotdispatch.py::TestAOTModuleSimplified::test_rrelu_with_noise_mutation, test/functorch/test_aotdispatch.py::TestAOTModuleSimplified::test_subclass_parameters, test/functorch/test_aotdispatch.py::TestAOTModuleSimplified::test_tangent_type_coercion, test/functorch/test_aotdispatch.py::TestAOTModuleSimplified::test_wrong_guess_tangent_type, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_autocast_disable_guard, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_backward_mutation_data, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_backward_mutation_forward_inputs, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_backward_mutation_forward_inputs_create_graph, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_backward_mutation_metadata, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_backward_mutation_on_grad_out, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_batch_norm_amp, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_batchnorm, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_batchnorm_inference, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_buffer_batch_norm, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_buffer_copied_in_graph, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_buffer_copied_in_graph_with_different_shapes, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_compilation_context, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_complex_linear, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_composite_impl_compile, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_custom_autograd, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_custom_tensor_metadata, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_default_partitioner_saves_symints_not_tensors_for_bw, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_dupe_arg, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_dupe_arg_returned_as_output, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_dupe_arg_torture, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_dynamic_output_aliases_input_view_meta_replay, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_dynamic_shape_output_not_in_bw_graph, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_embedding_bag_view_dynamic, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_grad_context, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_inference_mode, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_inner_grad, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_aliased_with_mutation_output_alias, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_data_and_metadata_mutation, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_data_and_metadata_mutation_aliases_other_input, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_inplace_requires_grad_true, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_metadata_mutation_aliases, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_alias_everything, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_aliases_and_none_require_gradients, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_aliases_and_output_alias, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_aliases_bases_out_of_order, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_aliases_other_input, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_aliases_other_input2, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_and_output_view, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_batchnorm, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_false_aliasing, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_hidden_from_autograd_aliasing, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_is_output, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_metadata, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_metadata2, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_modifies_autograd_meta_of_aliases, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_multiple, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_noncontiguous, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_output_view_multiple, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_requires_grad_detach, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_requires_grad_no_grad, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_requires_grad_no_grad_detach_mixed, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_requires_grad_no_grad_inference_graph, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_return, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_set__input_mutation, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_set__nop, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_simple, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_simple_with_none_and_nontensor, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_storage_resize_before_set_, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_storage_resize_down, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_storage_resize_down_and_set_, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_mutation_storage_resize_up, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_output_aliase_custom_autograd_function, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_output_view_metadata_mutate_multiple, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_output_view_mutate_multiple, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_input_output_view_simple, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_inputs_overlapping_unsqueeze_with_mutation, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_inputs_overlapping_with_mutation_guard_base, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_invalid_dupe, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_invalid_dupe_fake, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_invalid_dupe_left_bias, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_invalid_requires_grad, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_invalid_requires_grad_fake, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_list_codegen, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_mem_leak_from_save_for_bw, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_module, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_multi_output, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_multi_output_list, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_mutates_input_noncontiguous, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_nested_subclasses, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_nested_subclasses_complicated_inps, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_nested_subclasses_complicated_inps_mixed, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_nested_subclasses_non_nested_grad, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_new_inp_requires_grad_now, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_no_grad_input_output, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_non_tensor_and_none_inputs, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_nonidempotent_amp, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_aliases_input_multi_output_view, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_aliases_input_multi_output_view_should_raise_autograd_error, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_aliases_input_view_meta_replay, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_aliases_intermediate_and_returned, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_aliases_intermediate_and_returned_different_grad, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_aliases_intermediate_and_returned_flipped, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_aliases_intermediate_inplace_view, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_aliases_intermediate_inplace_view_and_view, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_aliases_intermediate_inplace_view_with_detach, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_aliases_intermediate_multi_output_view, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_aliases_intermediate_multiple, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_aliases_intermediate_multiple_mixed, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_aliases_intermediate_mutation_linear, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_aliases_intermediate_no_grad, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_aliases_intermediate_returned_multiple_times, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_aliases_intermediate_single, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_aliases_intermediate_view_meta_replay, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_aliases_multiple_inputs_get_correct_one, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_aliases_output_view_meta_replay, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_all_alias_types, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_dict, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_output_op_depending_on_symint, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_outputs_are_aliased, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_real_weights_in_symbolic_mode, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_real_weights_in_symbolic_mode_with_inplace_ops, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_set__and_data_mutation_bad, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_set__and_data_mutation_good, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_set__not_allowed, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_set__steals_view_chain, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_single_output, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_some_output_requires_grad_input_doesnt, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_some_outputs_dont_require_grad_non_view, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_some_outputs_dont_require_grad_view, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_squeeze_mutation, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_subclass_metadata_mutation_req_grad_False, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_subclass_metadata_mutation_req_grad_True, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_synthetic_base_base_attribute_is_none, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_view_and_inplace_view, test/functorch/test_aotdispatch.py::TestAOTAutogradWithDynamo::test_view_detach, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_autocast_disable_guard, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_backward_mutation_data, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_backward_mutation_forward_inputs, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_backward_mutation_forward_inputs_create_graph, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_backward_mutation_metadata, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_backward_mutation_on_grad_out, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_batch_norm_amp, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_batchnorm, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_batchnorm_inference, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_buffer_batch_norm, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_buffer_copied_in_graph, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_buffer_copied_in_graph_with_different_shapes, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_compilation_context, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_complex_linear, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_composite_impl_compile, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_custom_autograd, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_custom_tensor_metadata, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_default_partitioner_saves_symints_not_tensors_for_bw, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_dupe_arg, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_dupe_arg_returned_as_output, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_dupe_arg_torture, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_dynamic_output_aliases_input_view_meta_replay, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_dynamic_shape_output_not_in_bw_graph, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_embedding_bag_view_dynamic, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_grad_context, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_inference_mode, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_inner_grad, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_aliased_with_mutation_output_alias, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_data_and_metadata_mutation, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_data_and_metadata_mutation_aliases_other_input, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_inplace_requires_grad_true, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_metadata_mutation_aliases, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_alias_everything, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_aliases_and_none_require_gradients, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_aliases_and_output_alias, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_aliases_bases_out_of_order, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_aliases_other_input, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_aliases_other_input2, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_and_output_view, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_batchnorm, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_false_aliasing, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_hidden_from_autograd_aliasing, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_is_output, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_metadata, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_metadata2, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_modifies_autograd_meta_of_aliases, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_multiple, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_noncontiguous, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_output_view_multiple, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_requires_grad_detach, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_requires_grad_no_grad, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_requires_grad_no_grad_detach_mixed, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_requires_grad_no_grad_inference_graph, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_return, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_set__input_mutation, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_set__nop, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_simple, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_simple_with_none_and_nontensor, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_storage_resize_before_set_, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_storage_resize_down, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_storage_resize_down_and_set_, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_mutation_storage_resize_up, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_output_aliase_custom_autograd_function, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_output_view_metadata_mutate_multiple, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_output_view_mutate_multiple, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_input_output_view_simple, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_inputs_overlapping_unsqueeze_with_mutation, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_inputs_overlapping_with_mutation_guard_base, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_invalid_dupe, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_invalid_dupe_fake, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_invalid_dupe_left_bias, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_invalid_requires_grad, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_invalid_requires_grad_fake, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_list_codegen, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_mem_leak_from_save_for_bw, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_module, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_multi_output, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_multi_output_list, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_mutates_input_noncontiguous, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_nested_subclasses, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_nested_subclasses_complicated_inps, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_nested_subclasses_complicated_inps_mixed, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_nested_subclasses_non_nested_grad, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_new_inp_requires_grad_now, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_no_grad_input_output, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_non_tensor_and_none_inputs, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_nonidempotent_amp, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_aliases_input_multi_output_view, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_aliases_input_multi_output_view_should_raise_autograd_error, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_aliases_input_view_meta_replay, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_aliases_intermediate_and_returned, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_aliases_intermediate_and_returned_different_grad, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_aliases_intermediate_and_returned_flipped, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_aliases_intermediate_inplace_view, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_aliases_intermediate_inplace_view_and_view, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_aliases_intermediate_inplace_view_with_detach, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_aliases_intermediate_multi_output_view, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_aliases_intermediate_multiple, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_aliases_intermediate_multiple_mixed, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_aliases_intermediate_mutation_linear, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_aliases_intermediate_no_grad, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_aliases_intermediate_returned_multiple_times, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_aliases_intermediate_single, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_aliases_intermediate_view_meta_replay, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_aliases_multiple_inputs_get_correct_one, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_aliases_output_view_meta_replay, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_all_alias_types, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_dict, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_output_op_depending_on_symint, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_outputs_are_aliased, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_real_weights_in_symbolic_mode, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_real_weights_in_symbolic_mode_with_inplace_ops, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_set__and_data_mutation_bad, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_set__and_data_mutation_good, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_set__not_allowed, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_set__steals_view_chain, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_single_output, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_some_output_requires_grad_input_doesnt, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_some_outputs_dont_require_grad_non_view, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_some_outputs_dont_require_grad_view, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_squeeze_mutation, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_subclass_metadata_mutation_req_grad_False, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_subclass_metadata_mutation_req_grad_True, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_synthetic_base_base_attribute_is_none, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_view_and_inplace_view, test/functorch/test_aotdispatch.py::TestAOTAutogradWithCache::test_view_detach 2024-12-18T01:04:54.7347666Z 2024-12-18T01:04:55.8575563Z Running dynamo/test_interop 1/1 ... [2024-12-18 01:04:55.856867] 2024-12-18T01:04:55.8576116Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:04:55.8577581Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_interop.py', '-m', 'not serial', '--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 01:04:55.857271] 2024-12-18T01:04:58.8843152Z Running inductor/test_metrics 1/1 ... [2024-12-18 01:04:58.883698] 2024-12-18T01:04:58.8843837Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:04:58.8845337Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_metrics.py', '-m', 'not serial', '--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 01:04:58.884108] 2024-12-18T01:05:00.2809148Z 2024-12-18T01:05:00.2810459Z dynamo/test_interop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_interop_1.1_02c6a615f2950736_.log 2024-12-18T01:05:00.2812186Z Running 4 items in this shard: test/dynamo/test_interop.py::InteropTests::test_fx_fn, test/dynamo/test_interop.py::InteropTests::test_script_fn, test/dynamo/test_interop.py::InteropTests::test_trace_fn, test/dynamo/test_interop.py::InteropTests::test_vmap_in_graph 2024-12-18T01:05:00.2813341Z 2024-12-18T01:05:03.3079500Z 2024-12-18T01:05:03.3081000Z inductor/test_metrics 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_metrics_1.1_ffc99d624007eab6_.log 2024-12-18T01:05:03.3084796Z Running 6 items in this shard: test/inductor/test_metrics.py::TestMetrics::test_atomic_add, test/inductor/test_metrics.py::TestMetrics::test_count_args, test/inductor/test_metrics.py::TestMetrics::test_count_pattern, test/inductor/test_metrics.py::TestMetrics::test_kernel_args_num_gb, test/inductor/test_metrics.py::TestMetrics::test_parse_proper_kernel_fn_code, test/inductor/test_metrics.py::TestMetrics::test_parse_reduction_hint 2024-12-18T01:05:03.3087590Z 2024-12-18T01:05:04.5149939Z Running inductor/test_triton_kernels 1/1 ... [2024-12-18 01:05:04.514163] 2024-12-18T01:05:04.5150437Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:05:04.5151664Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_kernels.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:05:04.514553] 2024-12-18T01:05:07.5207167Z Running inductor/test_torchinductor_codegen_dynamic_shapes 1/2 ... [2024-12-18 01:05:07.520144] 2024-12-18T01:05:07.5207876Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:05:07.5209286Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_codegen_dynamic_shapes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:05:07.520538] 2024-12-18T01:05:09.6406023Z 2024-12-18T01:05:09.6407538Z inductor/test_triton_kernels 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_kernels_1.1_9d863fa6625c682a_.log 2024-12-18T01:05:09.6534146Z Running 256 items in this shard: test/inductor/test_triton_kernels.py::KernelTests::test_constexpr_dynamic_shapes_wrapped_False_autotune_False, test/inductor/test_triton_kernels.py::KernelTests::test_constexpr_dynamic_shapes_wrapped_False_autotune_True, test/inductor/test_triton_kernels.py::KernelTests::test_constexpr_dynamic_shapes_wrapped_True_autotune_False, test/inductor/test_triton_kernels.py::KernelTests::test_constexpr_dynamic_shapes_wrapped_True_autotune_True, test/inductor/test_triton_kernels.py::KernelTests::test_i64_input, test/inductor/test_triton_kernels.py::KernelTests::test_layout_constraint_needs_fixed_stride_order, test/inductor/test_triton_kernels.py::KernelTests::test_no_nan_kernels, test/inductor/test_triton_kernels.py::KernelTests::test_tma_capture_and_functionalize_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_tma_capture_and_functionalize_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_True_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_2d_dynamic_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_2d_dynamic_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_2d_dynamic_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_2d_dynamic_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_dedup, test/inductor/test_triton_kernels.py::KernelTests::test_tma_graph_breaks_after_data_ptr_False_after_create_desc_False, test/inductor/test_triton_kernels.py::KernelTests::test_tma_graph_breaks_after_data_ptr_False_after_create_desc_True, test/inductor/test_triton_kernels.py::KernelTests::test_tma_graph_breaks_after_data_ptr_True_after_create_desc_False, test/inductor/test_triton_kernels.py::KernelTests::test_tma_graph_breaks_after_data_ptr_True_after_create_desc_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_inductor_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_inductor_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_inductor_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_inductor_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_inductor_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_inductor_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_inductor_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_inductor_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_inductor_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_inductor_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_inductor_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_inductor_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_inductor_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_inductor_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_inductor_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_inductor_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_with_unsupported_args_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_with_unsupported_args_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_with_unsupported_args_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_caching, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_caching_duplicate, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_constants, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_dependancies, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_different_shapes_size_16_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_different_shapes_size_16_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_different_shapes_size_4_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_different_shapes_size_4_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_dtype_view_cfg_cpp_wrapper, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_dtype_view_cfg_normal, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_empty_autotune_config_dict_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_empty_autotune_config_dict_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_empty_autotune_config_dict_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_equal_to_1_arg_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_equal_to_1_arg_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_equal_to_1_float_arg_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_equal_to_1_float_arg_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_fallback, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_float64_constant_float16, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_float64_constant_float32, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_float64_constant_float64, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_functionalize, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_global_constexpr, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_higher_order_func, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_inner_triton_function_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_inner_triton_function_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_inner_triton_function_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_inputs_buffer_reuse, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_matmul_tracking, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multi_kernel_grad_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multi_kernel_grad_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multiple_outputs_dynamic_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multiple_outputs_dynamic_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multiple_outputs_dynamic_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multiple_outputs_dynamic_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multiple_outputs_dynamic_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multiple_outputs_dynamic_True_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_mutation_not_mark_dirty, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_mutation_type, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_False_dynamic_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_False_dynamic_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_False_dynamic_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_False_dynamic_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_False_dynamic_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_False_dynamic_True_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_True_dynamic_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_True_dynamic_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_True_dynamic_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_True_dynamic_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_True_dynamic_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_True_dynamic_True_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_no_clones_grad_False_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_no_clones_grad_False_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_no_clones_grad_True_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_no_clones_grad_True_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_none_args, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_num_ctas_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_num_ctas_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_num_ctas_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_out_of_order, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_reinplace_inplaceable_pass, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_restore_value_backend_aot_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_restore_value_backend_aot_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_restore_value_backend_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_restore_value_backend_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_restore_value_backend_inductor_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_restore_value_backend_inductor_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_slice_and_view_input, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_with_autotune_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_with_autotune_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_with_autotune_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_without_autotune_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_without_autotune_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_without_autotune_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_params_autotune_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_params_autotune_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_params_autotune_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_params_autotune_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_params_autotune_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_params_autotune_True_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_strided_input, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_strided_input_nonzero_offset, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_triton_dtype_dynamic_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_triton_dtype_dynamic_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_triton_dtype_dynamic_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_triton_dtype_dynamic_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_triton_dtype_dynamic_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_triton_dtype_dynamic_True_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_unbacked_shape_tensor_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_unbacked_shape_tensor_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_unbacked_shape_tensor_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_various_args, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_grad_option_grad_fn0_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_grad_option_grad_fn0_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_grad_option_grad_fn0_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_grad_option_grad_fn1_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_grad_option_grad_fn1_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_grad_option_grad_fn1_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_imported_symbol, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_imported_symbol_with_custom_name, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_kernel_param, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_views_dynamic_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_views_dynamic_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_views_dynamic_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_views_dynamic_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_views_dynamic_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_views_dynamic_True_backend_inductor, test/inductor/test_triton_kernels.py::MutationTests::test_add_for_loop, test/inductor/test_triton_kernels.py::MutationTests::test_add_for_loop2, test/inductor/test_triton_kernels.py::MutationTests::test_add_nested_for_loop, test/inductor/test_triton_kernels.py::MutationTests::test_add_nested_for_loop_multi_return, test/inductor/test_triton_kernels.py::MutationTests::test_argmax, test/inductor/test_triton_kernels.py::MutationTests::test_cumsum, test/inductor/test_triton_kernels.py::MutationTests::test_fn_call_multi_return, test/inductor/test_triton_kernels.py::MutationTests::test_fn_call_one_return, test/inductor/test_triton_kernels.py::MutationTests::test_for_loop_arg, test/inductor/test_triton_kernels.py::MutationTests::test_for_loop_arg_2, test/inductor/test_triton_kernels.py::MutationTests::test_labels, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_4_times_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_kernel_2d_autotuned, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_kernel_with_block_ptr, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_kernel_with_import, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_atomic_add_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_cond_op_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_indirection_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_indirection_kernel1, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_inline_asm_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_kernel_with_block_ptr_2d, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_mul2_inplace_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_nested_cond_op_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_out_of_order_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_out_of_order_kernel_call, test/inductor/test_triton_kernels.py::MutationTests::test_reduce_sum, test/inductor/test_triton_kernels.py::MutationTests::test_triton_kernel_inference_mode, test/inductor/test_triton_kernels.py::MutationTests::test_while_loop, test/inductor/test_triton_kernels.py::CustomOpTests::test_add_kernel_autotuned_False_dynamic_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_add_kernel_autotuned_False_dynamic_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_add_kernel_autotuned_True_dynamic_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_add_kernel_autotuned_True_dynamic_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_autotune_no_pre_or_post_hook_user_defined, test/inductor/test_triton_kernels.py::CustomOpTests::test_autotune_unbacked, test/inductor/test_triton_kernels.py::CustomOpTests::test_capture_triton_meta, test/inductor/test_triton_kernels.py::CustomOpTests::test_capture_triton_special_kwargs_dynamic_False_autotune_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_capture_triton_special_kwargs_dynamic_False_autotune_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_capture_triton_special_kwargs_dynamic_True_autotune_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_capture_triton_special_kwargs_dynamic_True_autotune_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_dynamic_grid_no_recompile, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_reset_to_zero_backend_aot_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_reset_to_zero_backend_aot_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_reset_to_zero_backend_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_reset_to_zero_backend_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_reset_to_zero_backend_inductor_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_reset_to_zero_backend_inductor_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_wrap_triton_disabled_in_triton_op 2024-12-18T01:05:09.6655754Z 2024-12-18T01:05:13.9407909Z Running inductor/test_torchinductor_dynamic_shapes 1/2 ... [2024-12-18 01:05:13.940130] 2024-12-18T01:05:13.9408803Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:05:13.9410737Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:05:13.940559] 2024-12-18T01:09:09.0446335Z 2024-12-18T01:09:09.0448006Z inductor/test_torchinductor_opinfo 4/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_4.7_f25d05c0f15566d5_.log 2024-12-18T01:09:09.0709380Z Running 483 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_H_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___getitem___cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___getitem___cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___radd___cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmod___cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmod___cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmul___cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rpow___cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rsub___cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rxor___cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__batch_norm_with_update_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__chunk_cat_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__native_batch_norm_legit_cuda_float32, 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_float16, 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_put_accumulate_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__upsample_bilinear2d_aa_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__upsample_bilinear2d_aa_cuda_float64, 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_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acosh_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addbmm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addbmm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addcdiv_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addmm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addmv_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_alias_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amax_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amax_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amax_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_aminmax_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_angle_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_any_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_any_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_arange_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argmin_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argsort_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argwhere_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_scatter_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_scatter_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan2_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atanh_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atanh_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_1d_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_3d_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_baddbmm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bernoulli_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_and_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_and_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_block_diag_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_block_diag_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_broadcast_tensors_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_broadcast_to_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_byte_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cat_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ceil_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ceil_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ceil_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_char_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cholesky_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chunk_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_max_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_max_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_max_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_column_stack_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_combinations_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_combinations_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_complex_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_conj_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_contiguous_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_corrcoef_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cos_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_count_nonzero_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_count_nonzero_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cov_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cross_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummax_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummin_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummin_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumprod_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumsum_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_deg2rad_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_deg2rad_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagflat_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_copy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_copy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diff_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_digamma_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_digamma_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_no_rounding_mode_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dot_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_double_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dsplit_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dsplit_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_like_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_permuted_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_equal_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_equal_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erf_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfc_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfc_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfinv_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_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expm1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expm1_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft2_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft2_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftshift_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft2_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifftn_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft2_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfftn_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfftn_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfftn_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfft2_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfft_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfftn_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfft_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfftn_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfftn_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flatten_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flip_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_power_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmax_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmax_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_frac_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_gather_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gather_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gcd_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ge_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gt_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_histc_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_histc_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hsplit_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hsplit_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hstack_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hstack_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hypot_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_i0_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_igamma_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_add_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amax_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amin_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_mean_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_prod_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isinf_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isinf_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isnan_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isreal_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_return_by_ref_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kron_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kron_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kthvalue_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ldexp_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ldexp_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_le_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lerp_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lgamma_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cholesky_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cross_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_eigh_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_householder_product_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_ldl_factor_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lu_factor_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_matrix_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_solve_ex_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_solve_ex_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_tensorinv_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log10_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log2_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log2_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_normal_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_softmax_with_dtype_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logaddexp_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logcumsumexp_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logdet_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_not_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_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_xor_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logspace_tensor_overload_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logsumexp_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logsumexp_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_long_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_long_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lt_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lt_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lt_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mH_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_cumprod_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_fill_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_fill_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_fill_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_mean_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_norm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_normalize_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_prod_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_scatter_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_std_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_sum_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_var_cuda_float32, 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_matmul_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_matrix_exp_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_matrix_exp_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_binary_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_binary_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_binary_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_no_dim_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_with_dim_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_maximum_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_maximum_cuda_float64, 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_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_no_dim_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_with_dim_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_minimum_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_minimum_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mode_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_movedim_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_msort_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mul_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_multinomial_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nan_to_num_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nan_to_num_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nanmedian_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nanmedian_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nansum_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_native_batch_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_native_layer_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_neg_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_full_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_batch_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_binary_cross_entropy_with_logits_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_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv_transpose2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cosine_similarity_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_dropout_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_elu_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_embedding_bag_cuda_float16, 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_embedding_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_fractional_max_pool3d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_gaussian_nll_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_glu_cuda_float64, 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_huber_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_huber_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_bicubic_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_bilinear_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_nearest_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_trilinear_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_kl_div_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_leaky_relu_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_logsigmoid_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_logsigmoid_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_pool1d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_pool2d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool2d_grad_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool3d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool3d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool3d_grad_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_mse_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_mse_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_multilabel_soft_margin_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_normalize_cuda_float32, 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_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_constant_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_relu6_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_relu_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_rms_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softshrink_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softsign_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softsign_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_upsample_bilinear_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_upsample_nearest_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nonzero_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nonzero_static_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_fro_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_fro_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_normal_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_normal_in_place_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_normal_in_place_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_like_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_outer_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_outer_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pca_lowrank_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pca_lowrank_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_permute_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_3_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_put_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_put_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randint_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randint_like_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randn_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_real_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_real_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_remainder_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_interleave_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_as_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize__cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize_as__cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_conj_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_conj_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_neg_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rot90_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_round_decimals_0_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsqrt_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsqrt_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_add_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_mean_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_mean_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_prod_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_prod_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_sum_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_searchsorted_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_scatter_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sgn_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sgn_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sgn_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_short_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_short_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sigmoid_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sign_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sign_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_bartlett_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_exponential_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_general_hamming_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_hamming_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinh_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_slice_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sparse_mm_reduce_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sparse_mm_reduce_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sparse_sampled_addmm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_airy_ai_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_j0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_j1_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_v_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_entr_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_erfcx_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_bool, 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_hermite_polynomial_he_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i0e_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i1e_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_log_ndtr_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i0_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i0_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i1_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k0_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtr_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtr_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_scaled_modified_bessel_k1_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_scaled_modified_bessel_k1_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_t_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_w_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_xlog1py_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_zeta_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_zeta_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_list_args_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_list_args_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_with_sizes_copy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_with_sizes_copy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_with_sizes_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sqrt_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sqrt_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sqrt_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_square_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_square_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_copy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_multiple_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_multiple_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_stack_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_stack_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_stack_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_std_unbiased_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_stft_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sub_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sub_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_to_size_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_to_size_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_to_size_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_svd_lowrank_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_along_dim_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tan_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tan_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tensor_split_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tile_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_sparse_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_topk_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_torch_ops_aten__efficient_attention_forward_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_transpose_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trapezoid_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trapz_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tril_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tril_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_true_divide_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unflatten_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unflatten_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_split_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsqueeze_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsqueeze_copy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsqueeze_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_var_unbiased_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vdot_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_as_cuda_bool, 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_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_xlogy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zero__cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_like_cuda_bool 2024-12-18T01:09:09.0962031Z 2024-12-18T01:09:10.3801428Z Uploading artifacts took 1.33 seconds 2024-12-18T01:09:13.2460361Z Running functorch/test_ops 2/2 ... [2024-12-18 01:09:13.245383] 2024-12-18T01:09:13.2460920Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:09:13.2463649Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ops.py', '-m', 'not serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:09:13.245829] 2024-12-18T01:16:16.1676232Z 2024-12-18T01:16:16.1677385Z inductor/test_torchinductor_codegen_dynamic_shapes 1/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_codegen_dynamic_shapes_1.2_b93111551d555d71_.log 2024-12-18T01:16:16.2142444Z Running 727 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_avg_pool_with_output_size_0_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_complex3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_add_complex6_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_aliased_buffer_reuse_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_aoti_eager_support_out_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_aoti_eager_with_scalar_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_arange2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_arange3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_arange4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_arange5_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_argmin3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_argmax_argmin_with_duplicates_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_pool2d3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d_backward2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d_backward3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool3d_backward2_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_avg_pool3d_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_baddbmm_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_batch_norm_2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bernoulli1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bernoulli2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bfloat16_to_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bmm2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_both_scalars_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_computed_offsets_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_bucketize_int_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_buffer_copied_in_graph_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_builtins_round_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_builtins_round_float_ndigits_zero_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_builtins_round_int_ndigits_zero_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_empty_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_inplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_negative_dim_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_cat_unbacked_empty_1d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_upcasting_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_chunk_recompiles_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_compar_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_complex_memory_overlap_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_config_option_dont_assume_alignment_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_config_option_dont_assume_alignment_recompiles_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_consecutive_split_cumprod_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_const_int32_to_float_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_constant_pad_2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_constant_pad_fill_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_constant_pad_nd_inplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv2d_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv3d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv_bn_fuse_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv_functional_bn_fuse_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_cos_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cudnn_rnn_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cumsum_no_mask_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cumsum_pattern_matcher_issue_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_op_fixed_layout_sequential_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_scan_would_split_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_data_type_propogation_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_device_assert_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_diagonal_copy_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_div1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div3_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_div6_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div7_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div9_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div_by_zero_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_dropout_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dropout_trivial_1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtype_mismatch_issue_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_int32_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_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float32_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float32_int64_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_float32_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_int16_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_int32_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int32_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int32_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int32_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int32_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int32_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_bfloat16_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_float16_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_float64_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_int8_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_embedding_bag_byte_unpack_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_embedding_bag_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_empty_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_exact_stride_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_exp2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_exp_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_expand_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fallback_mutable_op_basic_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fallback_mutable_op_list_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fft_real_input_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_flip_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_float32_to_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fmin_fmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fractional_max_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_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_fuse_tiled_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_gelu_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_horizonal_fusion1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_horizonal_fusion2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_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_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_propagation_abs_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_propagation_flip_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put2_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_failed_reinplace_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_input_mutation5_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_invalid_operand_issue1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_isinf2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_l1_loss_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_large_pointwise_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_lerp_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_lgamma_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_like_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_like_rands_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linear1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linspace1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linspace3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linspace4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_logcumsumexp_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_logsumexp_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_masked_fill_promotion_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_masked_scatter_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_matmul_layer_norm_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_min_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_pool2d5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d7_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d_with_indices_backward2_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_max_pool2d_with_indices_backward_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_misaligned_address_issue1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mixed_mm_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_move_arange_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mul_index_expr_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multi_gpu_device_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multi_gpu_recompile_on_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multi_threading_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multilayer_prime_size_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multilayer_var_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_mutable_custom_op_fixed_layout_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_nan_to_num_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_narrow_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_new_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_no_mega_fusion_during_lowering_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_no_op_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_nonzero_unbacked_refinement_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_output_strides_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_permute1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_permute2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_philox_rand_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_airy_ai_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_t_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_digamma_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_entr_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_expit_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_gammainc_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_gammaln_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_hermite_polynomial_he_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_i1_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_log_ndtr_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_k0_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_ndtri_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_psi_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_round_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_pointwise_shifted_chebyshev_polynomial_u_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_shifted_chebyshev_polynomial_w_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_xlog1py_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_pow1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pow2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pow_symfloat_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_prod_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_profiler_mark_wrapper_call_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_randint_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_randint_int64_mod_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_randint_kernel_count_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_randn_generator_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_randn_like_empty_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_reflection_pad2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reinterpret_dtypeview_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remove_noop_clone_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remove_noop_copy_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_require_stride_expanded_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reuse_buffers_with_aliasing_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_rsqrt_dynamic_shapes_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_scalar_output_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scaled_dot_product_attention_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter5_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_add2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter_reduce1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_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_sdpa_prefer_nd_tiling_False_use_block_ptr_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sdpa_unaligned_mask_freezing_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_select_scatter_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_padding_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_silu_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_single_elem_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sizehint_issue1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice1_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_mutation3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice_scatter2_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_scatter4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice_scatter5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice_scatter_reinplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice_view_with_graph_break_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sort_bool_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sort_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sort_transpose_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_cumprod_low_prec_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_cumsum_low_prec_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_split_failed_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_split_with_integer_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_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_sqrt_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_stack_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_stride_preservation_with_stride_modifying_fx_pass_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_strided_inputs_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sum1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sum2_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_dtype_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_tmp_not_defined_issue2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_to_device_constant_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_to_memory_format_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_topk_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_transpose_add_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_uint4x2_mixed_mm_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_unroll_small_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unspec_inputs_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unspec_inputs_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unspec_inputs_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unspec_inputs_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unspec_inputs_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_upsample_bilinear2d_a_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_upsample_bilinear2d_b_dynamic_shapes_cpu, 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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_reflection_pad2d_backward_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_remainder_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_remove_noop_clone_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_remove_noop_copy_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_repeat_interleave_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_round_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_rsqrt_dynamic_shapes_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_scatter1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scatter4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scatter6_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_bf16_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_False_use_block_ptr_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_True_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_sdpa_unaligned_mask_freezing_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_should_pad_bench_for_bmm_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_sign_dtype_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_signbit_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_simplify_loops_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_scatter4_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_slice_view_with_graph_break_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_sort_transpose_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_split_cumsum_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_split_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_split_with_sizes_with_unbacked_symints_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_split_with_unbacked_symints_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_squeeze_varargs_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_std_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_stride_preservation_with_stride_modifying_fx_pass_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_strided_inputs_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sum2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sum_dtype_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_sum_keepdims_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_tan_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_tensor1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_tensor2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_tensor3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_tensor_index_put_slice_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_device_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_topk_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_transposed_propagates_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_unspec_inputs_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unspec_inputs_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unspec_inputs_int8_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_upsample_cat_conv_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_upsample_nearest1d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_upsample_nearest2d_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_upsample_nearest3d_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_vectorized_ops_masked_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_vertical_fusion1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_views1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_views5_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_where_broadcast_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_xblock_divides_xnumel_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_zero_element_mutation_dynamic_shapes_cuda 2024-12-18T01:16:16.2591069Z 2024-12-18T01:16:20.3328885Z Running inductor/test_coordinate_descent_tuner 1/1 ... [2024-12-18 01:16:20.332266] 2024-12-18T01:16:20.3329515Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:16:20.3330724Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_coordinate_descent_tuner.py', '-m', 'not serial', '--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 01:16:20.332643] 2024-12-18T01:16:22.6479479Z 2024-12-18T01:16:22.6480835Z functorch/test_ops 2/2 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ops_2.2_5b7739d0ed86458c_.log 2024-12-18T01:16:22.8615498Z Running 5082 items in this shard: test/functorch/test_ops.py::TestOperatorsCUDA::test_extremal_numerics_binary_cross_entropy_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_extremal_numerics_log_softmax_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_extremal_numerics_nll_loss_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_extremal_numerics_softmax_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_T_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad___getitem___functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad___rmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad__chunk_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad__unsafe_masked_index_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_abs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_acosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_argwhere_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_as_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_atan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bool_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_broadcast_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cauchy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cfloat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_copysign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_count_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_diagonal_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_double_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_dstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_expm1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_ihfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_half_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_pinv_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_logspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nanquantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_huber_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_rad2deg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_legendre_polynomial_p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_tril_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_T_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp___getitem___functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__chunk_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__unsafe_masked_index_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__unsafe_masked_index_put_accumulate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_acosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_addr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_all_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_atan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_block_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cauchy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cfloat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cholesky_inverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_dstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_expm1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_ihfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_ihfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fliplr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_det_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mH_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_meshgrid_list_of_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_adaptive_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_huber_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_rad2deg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_short_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_legendre_polynomial_p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp___getitem___functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__unsafe_masked_index_put_accumulate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_acosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_addr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_atleast_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_broadcast_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cauchy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_char_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cholesky_inverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_count_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_deg2rad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_double_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_dstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_expm1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ihfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_half_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_kron_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_det_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_pinv_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_mul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_adaptive_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_hardtanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_huber_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_rad2deg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_round_decimals_neg_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_legendre_polynomial_p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_trapz_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_true_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_T_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_T_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_broadcast_to_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_conj_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_conj_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_contiguous_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_diagonal_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_diagonal_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_expand_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_dsplit_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_hsplit_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_hsplit_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_split_list_args_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_split_list_args_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_unbind_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_vsplit_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_mT_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_permute_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_real_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_real_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_reshape_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_reshape_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_resolve_conj_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_resolve_conj_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_resolve_neg_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_select_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_select_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_squeeze_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_squeeze_multiple_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_transpose_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_unflatten_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_unsqueeze_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_view_as_complex_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_view_as_complex_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_view_as_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_view_as_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_view_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_T_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___rmod___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___rsub___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__unsafe_masked_index_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__unsafe_masked_index_put_accumulate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_abs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_acosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_all_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_as_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_atleast_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_block_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bool_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_broadcast_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_char_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cholesky_inverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_copysign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_diagonal_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_double_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_ihfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_ihfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_ihfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fliplr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_full_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_hardtanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_local_response_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_rad2deg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_resolve_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_short_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sort_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_NumpyCubeNotComposableAutogradFunction_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_dstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_eq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_expm1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_ihfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_ihfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_full_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_kron_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linspace_tensor_overload_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_mH_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_median_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_full_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_isreal_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_hardtanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_l1_loss_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_softshrink_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_real_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_trapz_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_true_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unsqueeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_CubeGenVmapAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ForwardHasDefaultArgsAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpyCubeAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpyExpMarkDirtyAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpySortAutogradFunction_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_permuted_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_eq_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_exp2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_exp_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fft_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fftn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_hfftn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ifft2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ifft_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ifftn_cuda_float64, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_float_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_float_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_float_power_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_floor_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_floor_divide_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fmax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fmin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fmod_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_gather_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_geometric_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_geqrf_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_gradient_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_grid_sampler_2d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_half_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_half_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_heaviside_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_histc_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_hsplit_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_i0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_put_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_mean_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_inner_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_int_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isinf_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isnan_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isneginf_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isposinf_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isreal_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_2inputs_2outputs_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_binary_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_unary_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_kron_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_kthvalue_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ldexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ldexp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_le_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lerp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cholesky_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cond_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_det_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_det_singular_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_diagonal_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eig_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eigvalsh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_householder_product_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_inv_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_ldl_solve_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_solve_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_power_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_multi_dot_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_pinv_hermitian_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_solve_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_svd_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_tensorinv_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_tensorsolve_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_vecdot_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log10_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log_softmax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logaddexp2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logical_xor_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logspace_tensor_overload_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_long_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lt_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mH_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mH_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_amax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_cumprod_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_cumsum_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_fill_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_fill_functorch_Scalar_only_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_logaddexp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_mean_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_median_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_normalize_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_select_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_std_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_sum_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_matmul_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_binary_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_pool2d_with_indices_backward_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_reduction_with_dim_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_median_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_meshgrid_list_of_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_min_binary_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_min_reduction_no_dim_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_minimum_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_msort_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mul_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_multinomial_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_3_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nan_to_num_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nanmean_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nanmedian_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nansum_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_narrow_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_native_batch_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_native_layer_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ne_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_zeros_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nextafter_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_avg_pool1d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_avg_pool2d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_avg_pool3d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_max_pool2d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_alpha_dropout_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_avg_pool2d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_avg_pool3d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_batch_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_batch_norm_without_cudnn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_no_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_padding_no_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_padding_with_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_with_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv3d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv_transpose1d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv_transpose2d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_cosine_similarity_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_cross_entropy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_ctc_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_dropout3d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_dropout_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_elu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_feature_alpha_dropout_without_train_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_fractional_max_pool2d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_gelu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_grid_sample_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_group_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hardshrink_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hardtanh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hinge_embedding_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_bicubic_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_nearest-exact_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_nearest_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_kl_div_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_l1_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_layer_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_local_response_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_pool3d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool1d_grad_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multi_head_attention_forward_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multi_margin_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multilabel_margin_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multilabel_soft_margin_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_normalize_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_replicate_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pairwise_distance_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pdist_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pixel_shuffle_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pixel_unshuffle_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_soft_margin_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softmin_with_dtype_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softsign_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_threshold_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_unfold_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nonzero_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nonzero_static_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_norm_inf_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_normal_in_place_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ones_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ormqr_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_outer_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_pca_lowrank_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_permute_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_permute_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_pinverse_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polar_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_positive_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_prod_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_put_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rad2deg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rad2deg_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rand_like_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_real_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_remainder_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_reshape_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resize_as__cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_roll_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rot90_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_neg_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rsub_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scalar_tensor_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_amax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_amin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_mean_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_sum_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_select_scatter_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_short_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_short_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_short_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sign_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_blackman_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_cosine_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_general_cosine_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_general_hamming_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_hamming_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_hann_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_kaiser_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_nuttall_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signbit_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sinc_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sinh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_slice_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_slice_scatter_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_softmax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_softmax_with_dtype_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sparse_mm_reduce_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sparse_sampled_addmm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_airy_ai_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_bessel_j0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_bessel_j1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_bessel_y1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_v_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_entr_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i0e_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_laguerre_polynomial_l_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_legendre_polynomial_p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_legendre_polynomial_p_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_i1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_k0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_k1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_ndtr_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_ndtri_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_polygamma_special_polygamma_n_0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_scaled_modified_bessel_k0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_u_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_v_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_w_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_spherical_bessel_j0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_xlog1py_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_zeta_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_split_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_split_list_args_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_split_with_sizes_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_square_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_squeeze_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_squeeze_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_mean_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_stft_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sum_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_t_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tan_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tanh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tensordot_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tile_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_topk_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_torch_ops_aten__safe_softmax_default_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_transpose_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_trapezoid_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_trapz_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_triangular_solve_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tril_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_triu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_true_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_trunc_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unbind_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_uniform_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unique_consecutive_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_var_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_var_mean_unbiased_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_vdot_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_view_as_complex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_view_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_view_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_vsplit_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_vstack_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_zero__cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_zeros_like_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_NumpySortAutogradFunction_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_full_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_det_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_pinv_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_hardtanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_rad2deg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_resolve_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signal_windows_gaussian_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unsqueeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_kron_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_det_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_meshgrid_list_of_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_adaptive_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_hardtanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_local_response_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_resolve_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unsqueeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___rmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___rsub___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_abs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_acosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_all_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_as_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_broadcast_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cauchy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cfloat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_char_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_copysign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_deg2rad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_diagonal_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_eq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_expm1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_ihfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_half_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ldexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nanquantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_adaptive_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_huber_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_normal_number_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_rad2deg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_resolve_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_trapz_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_vsplit_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fliplr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_half_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_pinv_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nanquantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_local_response_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_smooth_l1_loss_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_svd_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nanquantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_ctc_loss_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_rad2deg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_round_decimals_neg_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_trace_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_NumpyTakeAutogradFunction_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_abs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_addr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_argwhere_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_as_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_atan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_bernoulli_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_full_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_kron_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ldexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_pinv_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logit_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_meshgrid_list_of_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_huber_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_local_response_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_resolve_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_short_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_legendre_polynomial_p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvmapjvp_linalg_solve_cuda 2024-12-18T01:16:23.0664949Z 2024-12-18T01:16:24.8061164Z 2024-12-18T01:16:24.8062398Z inductor/test_coordinate_descent_tuner 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_coordinate_descent_tuner_1.1_32ffd2c0594e6291_.log 2024-12-18T01:16:24.8066300Z Running 5 items in this shard: test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_abs_function, test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_get_neighbour_values, test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_no_neighbors, test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_persistent_reduction, test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_value_too_large 2024-12-18T01:16:24.8068749Z 2024-12-18T01:16:26.9459686Z Running inductor/test_torchinductor_strided_blocks 1/1 ... [2024-12-18 01:16:26.945335] 2024-12-18T01:16:26.9460934Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:16:26.9463063Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_strided_blocks.py', '-m', 'not serial', '--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 01:16:26.945748] 2024-12-18T01:16:29.0182941Z Running dynamo/test_autograd_function 1/1 ... [2024-12-18 01:16:29.017743] 2024-12-18T01:16:29.0183644Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:16:29.0186551Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_autograd_function.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:16:29.018157] 2024-12-18T01:16:33.5932280Z 2024-12-18T01:16:33.5933342Z 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_bef547399d40e7d2_.log 2024-12-18T01:16:33.5949117Z 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 2024-12-18T01:16:33.5963992Z 2024-12-18T01:16:34.4751759Z 2024-12-18T01:16:34.4754262Z inductor/test_torchinductor_strided_blocks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_strided_blocks_1.1_1306e022b5f67d6c_.log 2024-12-18T01:16:34.4852593Z Running 136 items in this shard: test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_broadcast_prefer_nd_tiling_False_x_size0_y_size0_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_broadcast_prefer_nd_tiling_False_x_size1_y_size1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_broadcast_prefer_nd_tiling_False_x_size2_y_size2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_broadcast_prefer_nd_tiling_False_x_size3_y_size3_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_broadcast_prefer_nd_tiling_True_x_size0_y_size0_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_broadcast_prefer_nd_tiling_True_x_size1_y_size1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_broadcast_prefer_nd_tiling_True_x_size2_y_size2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_broadcast_prefer_nd_tiling_True_x_size3_y_size3_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_complex_reshape_block_ptr_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_dynamic_shapes_generic_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_dynamic_shapes_multiple_max_block_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size0_y_size0_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size1_y_size1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size2_y_size2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size3_y_size3_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size4_y_size4_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size5_y_size5_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size6_y_size6_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size7_y_size7_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size8_y_size8_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expand_broadcast_x_size9_y_size9_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expected_num_block_pointers_expected_num_block_pointers_3_raises_False_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_expected_num_block_pointers_expected_num_block_pointers_9_raises_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_mixed_pointwise_reduction_view_size0_num_block_pointers_2_num_triton_kernels_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_mixed_pointwise_reduction_view_size1_num_block_pointers1_num_triton_kernels1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_multiple_max_block_non_power_of_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_nd_tiling_odd_shapes_pointwise_full_size0_view_size0_num_block_pointers_3_num_tiles_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_nd_tiling_odd_shapes_pointwise_full_size1_view_size1_num_block_pointers_3_num_tiles_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_nd_tiling_odd_shapes_pointwise_full_size2_view_size2_num_block_pointers_3_num_tiles_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_nd_tiling_odd_shapes_pointwise_full_size3_view_size3_num_block_pointers_3_num_tiles_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_nd_tiling_odd_shapes_pointwise_full_size4_view_size4_num_block_pointers_3_num_tiles_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_nd_tiling_odd_shapes_pointwise_full_size5_view_size5_num_block_pointers_1_num_tiles_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_broadcast_nonzero_strides_prefer_nd_tiling_False_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_broadcast_nonzero_strides_prefer_nd_tiling_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size0_view_size0_stride0_offset0_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size1_view_size1_stride1_offset1_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size2_view_size2_stride2_offset2_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size3_view_size3_stride3_offset_10_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size4_view_size4_stride4_offset4_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size5_view_size5_stride5_offset5_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size6_view_size6_stride6_offset6_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size7_view_size7_stride7_offset7_require_block_ptr_False_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size8_view_size8_stride8_offset8_require_block_ptr_False_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_False_full_size9_view_size9_stride9_offset9_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size0_view_size0_stride0_offset0_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size1_view_size1_stride1_offset1_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size2_view_size2_stride2_offset2_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size3_view_size3_stride3_offset_10_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size4_view_size4_stride4_offset4_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size5_view_size5_stride5_offset5_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size6_view_size6_stride6_offset6_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size7_view_size7_stride7_offset7_require_block_ptr_False_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size8_view_size8_stride8_offset8_require_block_ptr_False_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_pointwise_prefer_nd_tiling_True_full_size9_view_size9_stride9_offset9_require_block_ptr_True_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_False_view_size0_num_block_pointers_1_num_triton_kernels_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_False_view_size1_num_block_pointers_1_num_triton_kernels_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_False_view_size2_num_block_pointers_1_num_triton_kernels_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_False_view_size3_num_block_pointers_0_num_triton_kernels_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_False_view_size4_num_block_pointers_3_num_triton_kernels_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_False_view_size5_num_block_pointers_2_num_triton_kernels_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_False_view_size6_num_block_pointers_3_num_triton_kernels_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_True_view_size0_num_block_pointers_1_num_triton_kernels_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_True_view_size1_num_block_pointers_1_num_triton_kernels_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_True_view_size2_num_block_pointers_1_num_triton_kernels_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_True_view_size3_num_block_pointers_0_num_triton_kernels_1_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_True_view_size4_num_block_pointers_3_num_triton_kernels_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_True_view_size5_num_block_pointers_2_num_triton_kernels_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestCPU::test_reduction_prefer_nd_tiling_True_view_size6_num_block_pointers_3_num_triton_kernels_2_cpu, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_broadcast_prefer_nd_tiling_False_x_size0_y_size0_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_broadcast_prefer_nd_tiling_False_x_size1_y_size1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_broadcast_prefer_nd_tiling_False_x_size2_y_size2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_broadcast_prefer_nd_tiling_False_x_size3_y_size3_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_broadcast_prefer_nd_tiling_True_x_size0_y_size0_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_broadcast_prefer_nd_tiling_True_x_size1_y_size1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_broadcast_prefer_nd_tiling_True_x_size2_y_size2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_broadcast_prefer_nd_tiling_True_x_size3_y_size3_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_complex_reshape_block_ptr_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_dynamic_shapes_generic_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_dynamic_shapes_multiple_max_block_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size0_y_size0_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size1_y_size1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size2_y_size2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size3_y_size3_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size4_y_size4_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size5_y_size5_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size6_y_size6_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size7_y_size7_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size8_y_size8_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expand_broadcast_x_size9_y_size9_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expected_num_block_pointers_expected_num_block_pointers_3_raises_False_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_expected_num_block_pointers_expected_num_block_pointers_9_raises_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_mixed_pointwise_reduction_view_size0_num_block_pointers_2_num_triton_kernels_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_mixed_pointwise_reduction_view_size1_num_block_pointers1_num_triton_kernels1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_multiple_max_block_non_power_of_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_nd_tiling_odd_shapes_pointwise_full_size0_view_size0_num_block_pointers_3_num_tiles_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_nd_tiling_odd_shapes_pointwise_full_size1_view_size1_num_block_pointers_3_num_tiles_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_nd_tiling_odd_shapes_pointwise_full_size2_view_size2_num_block_pointers_3_num_tiles_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_nd_tiling_odd_shapes_pointwise_full_size3_view_size3_num_block_pointers_3_num_tiles_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_nd_tiling_odd_shapes_pointwise_full_size4_view_size4_num_block_pointers_3_num_tiles_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_nd_tiling_odd_shapes_pointwise_full_size5_view_size5_num_block_pointers_1_num_tiles_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_broadcast_nonzero_strides_prefer_nd_tiling_False_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_broadcast_nonzero_strides_prefer_nd_tiling_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size0_view_size0_stride0_offset0_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size1_view_size1_stride1_offset1_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size2_view_size2_stride2_offset2_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size3_view_size3_stride3_offset_10_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size4_view_size4_stride4_offset4_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size5_view_size5_stride5_offset5_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size6_view_size6_stride6_offset6_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size7_view_size7_stride7_offset7_require_block_ptr_False_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size8_view_size8_stride8_offset8_require_block_ptr_False_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_False_full_size9_view_size9_stride9_offset9_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size0_view_size0_stride0_offset0_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size1_view_size1_stride1_offset1_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size2_view_size2_stride2_offset2_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size3_view_size3_stride3_offset_10_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size4_view_size4_stride4_offset4_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size5_view_size5_stride5_offset5_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size6_view_size6_stride6_offset6_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size7_view_size7_stride7_offset7_require_block_ptr_False_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size8_view_size8_stride8_offset8_require_block_ptr_False_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_pointwise_prefer_nd_tiling_True_full_size9_view_size9_stride9_offset9_require_block_ptr_True_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_False_view_size0_num_block_pointers_1_num_triton_kernels_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_False_view_size1_num_block_pointers_1_num_triton_kernels_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_False_view_size2_num_block_pointers_1_num_triton_kernels_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_False_view_size3_num_block_pointers_0_num_triton_kernels_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_False_view_size4_num_block_pointers_3_num_triton_kernels_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_False_view_size5_num_block_pointers_2_num_triton_kernels_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_False_view_size6_num_block_pointers_3_num_triton_kernels_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_True_view_size0_num_block_pointers_1_num_triton_kernels_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_True_view_size1_num_block_pointers_1_num_triton_kernels_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_True_view_size2_num_block_pointers_1_num_triton_kernels_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_True_view_size3_num_block_pointers_0_num_triton_kernels_1_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_True_view_size4_num_block_pointers_3_num_triton_kernels_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_True_view_size5_num_block_pointers_2_num_triton_kernels_2_cuda, test/inductor/test_torchinductor_strided_blocks.py::TritonBlockPointerTestGPU::test_reduction_prefer_nd_tiling_True_view_size6_num_block_pointers_3_num_triton_kernels_2_cuda 2024-12-18T01:16:34.4952004Z 2024-12-18T01:16:37.9129900Z Running dynamo/test_skip_guard_eval_unsafe 1/1 ... [2024-12-18 01:16:37.912331] 2024-12-18T01:16:37.9130721Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:16:37.9132627Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_skip_guard_eval_unsafe.py', '-m', 'not serial', '--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 01:16:37.912729] 2024-12-18T01:16:38.7207992Z Running inductor/test_aot_inductor_package 1/1 ... [2024-12-18 01:16:38.720179] 2024-12-18T01:16:38.7208522Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:16:38.7210360Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor_package.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:16:38.720608] 2024-12-18T01:16:42.3356327Z 2024-12-18T01:16:42.3357703Z dynamo/test_skip_guard_eval_unsafe 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_skip_guard_eval_unsafe_1.1_fb71c6dae8232a93_.log 2024-12-18T01:16:42.3362677Z Running 5 items in this shard: test/dynamo/test_skip_guard_eval_unsafe.py::RunDiffGuardTests::test_bool_recompile, test/dynamo/test_skip_guard_eval_unsafe.py::RunDiffGuardTests::test_cache_line_pickup, test/dynamo/test_skip_guard_eval_unsafe.py::RunDiffGuardTests::test_fail_on_tensor_shape_change, test/dynamo/test_skip_guard_eval_unsafe.py::RunDiffGuardTests::test_post_recompile, test/dynamo/test_skip_guard_eval_unsafe.py::RunDiffGuardTests::test_tensor_recompile 2024-12-18T01:16:42.3365652Z 2024-12-18T01:16:43.3967836Z 2024-12-18T01:16:43.3969006Z inductor/test_aot_inductor_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_package_1.1_077f1266ae5c6599_.log 2024-12-18T01:16:43.3989256Z Running 44 items in this shard: test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_add, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_bool_input, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_duplicate_calls, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_linear, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_metadata, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_multiple_methods, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_package_without_weight, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_remove_intermediate_files, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_save_buffer, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_specified_output_dir, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_update_weights, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_add, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_bool_input, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_duplicate_calls, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_linear, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_metadata, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_multiple_methods, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_package_without_weight, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_remove_intermediate_files, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_save_buffer, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_specified_output_dir, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_update_weights, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_add, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_bool_input, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_duplicate_calls, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_linear, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_metadata, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_multiple_methods, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_package_without_weight, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_remove_intermediate_files, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_save_buffer, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_specified_output_dir, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_update_weights, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_add, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_bool_input, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_duplicate_calls, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_linear, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_metadata, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_multiple_methods, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_package_without_weight, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_remove_intermediate_files, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_save_buffer, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_specified_output_dir, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_update_weights 2024-12-18T01:16:43.4008591Z 2024-12-18T01:16:46.6185024Z Running inductor/test_autoheuristic 1/1 ... [2024-12-18 01:16:46.617864] 2024-12-18T01:16:46.6185736Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:16:46.6187063Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_autoheuristic.py', '-m', 'not serial', '--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 01:16:46.618240] 2024-12-18T01:16:47.6127126Z Running dynamo/test_reconstruct 1/1 ... [2024-12-18 01:16:47.612128] 2024-12-18T01:16:47.6127765Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:16:47.6129733Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_reconstruct.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:16:47.612532] 2024-12-18T01:16:50.9421887Z 2024-12-18T01:16:50.9423082Z inductor/test_autoheuristic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_autoheuristic_1.1_6cef95c21a431f1b_.log 2024-12-18T01:16:50.9423960Z Running 0 items in this shard: 2024-12-18T01:16:50.9424160Z 2024-12-18T01:16:52.1876106Z 2024-12-18T01:16:52.1877664Z dynamo/test_reconstruct 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_reconstruct_1.1_4f500b7f64eb349a_.log 2024-12-18T01:16:52.1884839Z Running 10 items in this shard: test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_clear_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_del_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_get_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_optimize_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_pop_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_popitem_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_popitem_reconstruct_graph_break, test/dynamo/test_reconstruct.py::ReconstructTest::test_create_dict_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_functional_call_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_functional_call_reconstruct_2 2024-12-18T01:16:52.1891456Z 2024-12-18T01:16:55.1879105Z Running inductor/test_minifier_utils 1/1 ... [2024-12-18 01:16:55.187256] 2024-12-18T01:16:55.1879832Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:16:55.1881831Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_minifier_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:16:55.187733] 2024-12-18T01:16:56.4122452Z Running inductor/test_foreach 1/1 ... [2024-12-18 01:16:56.411655] 2024-12-18T01:16:56.4122932Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:16:56.4124818Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_foreach.py', '-m', 'not serial', '--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 01:16:56.412060] 2024-12-18T01:16:59.8113278Z 2024-12-18T01:16:59.8114774Z inductor/test_minifier_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_minifier_utils_1.1_7bfb86f21f36f9c5_.log 2024-12-18T01:16:59.8116993Z Running 3 items in this shard: test/inductor/test_minifier_utils.py::MinifierUtilsTests::test_convert_module_to_string, test/inductor/test_minifier_utils.py::MinifierUtilsTests::test_invalid_output, test/inductor/test_minifier_utils.py::MinifierUtilsTests::test_non_exportable 2024-12-18T01:16:59.8118395Z 2024-12-18T01:17:04.0824623Z Running inductor/test_fx_fusion 1/1 ... [2024-12-18 01:17:04.081876] 2024-12-18T01:17:04.0825526Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:17:04.0826754Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_fx_fusion.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:17:04.082269] 2024-12-18T01:17:04.1932929Z 2024-12-18T01:17:04.1934258Z inductor/test_foreach 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_foreach_1.1_d0ce01df6196fb6d_.log 2024-12-18T01:17:04.2062114Z Running 219 items in this shard: test/inductor/test_foreach.py::ForeachTests::test_2d_block_mixed_sizes_with_mask, test/inductor/test_foreach.py::ForeachTests::test_2d_block_no_mixed_sizes_no_mask, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking__foreach_clamp_max, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking__foreach_clamp_min, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking__foreach_copy, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking__foreach_maximum, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking__foreach_minimum, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning__foreach_clamp_max, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning__foreach_clamp_min, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning__foreach_copy, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning__foreach_maximum, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning__foreach_minimum, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning_elems__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning_elems__foreach_clamp_max, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning_elems__foreach_clamp_min, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning_elems__foreach_copy, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning_elems__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning_elems__foreach_maximum, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning_elems__foreach_minimum, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning_elems__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning_elems__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning_mixed_sizes__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning_mixed_sizes__foreach_clamp_max, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning_mixed_sizes__foreach_clamp_min, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning_mixed_sizes__foreach_copy, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning_mixed_sizes__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning_mixed_sizes__foreach_maximum, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning_mixed_sizes__foreach_minimum, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning_mixed_sizes__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_2d_blocking_partitioning_mixed_sizes__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_aliasing, test/inductor/test_foreach.py::ForeachTests::test_broadcasting__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_broadcasting__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_broadcasting__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_broadcasting__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_cpu_cpp_fallback__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_cpu_cpp_fallback__foreach_clamp_max, test/inductor/test_foreach.py::ForeachTests::test_cpu_cpp_fallback__foreach_clamp_min, test/inductor/test_foreach.py::ForeachTests::test_cpu_cpp_fallback__foreach_copy, test/inductor/test_foreach.py::ForeachTests::test_cpu_cpp_fallback__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_cpu_cpp_fallback__foreach_maximum, test/inductor/test_foreach.py::ForeachTests::test_cpu_cpp_fallback__foreach_minimum, test/inductor/test_foreach.py::ForeachTests::test_cpu_cpp_fallback__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_cpu_cpp_fallback__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_decomp__foreach_addcdiv, test/inductor/test_foreach.py::ForeachTests::test_decomp__foreach_addcmul, test/inductor/test_foreach.py::ForeachTests::test_dynamic_shapes_fallback__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_dynamic_shapes_fallback__foreach_clamp_max, test/inductor/test_foreach.py::ForeachTests::test_dynamic_shapes_fallback__foreach_clamp_min, test/inductor/test_foreach.py::ForeachTests::test_dynamic_shapes_fallback__foreach_copy, test/inductor/test_foreach.py::ForeachTests::test_dynamic_shapes_fallback__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_dynamic_shapes_fallback__foreach_maximum, test/inductor/test_foreach.py::ForeachTests::test_dynamic_shapes_fallback__foreach_minimum, test/inductor/test_foreach.py::ForeachTests::test_dynamic_shapes_fallback__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_dynamic_shapes_fallback__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_enable_dynamic_shapes_cpp_wrapper_cuda, test/inductor/test_foreach.py::ForeachTests::test_enable_dynamic_shapes_python_wrapper, test/inductor/test_foreach.py::ForeachTests::test_foreach_cpp_wrapper_cuda, test/inductor/test_foreach.py::ForeachTests::test_fuse_concat, test/inductor/test_foreach.py::ForeachTests::test_fusion_duplicate_buffer_list__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_fusion_duplicate_buffer_list__foreach_clamp_max, test/inductor/test_foreach.py::ForeachTests::test_fusion_duplicate_buffer_list__foreach_clamp_min, test/inductor/test_foreach.py::ForeachTests::test_fusion_duplicate_buffer_list__foreach_copy, test/inductor/test_foreach.py::ForeachTests::test_fusion_duplicate_buffer_list__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_fusion_duplicate_buffer_list__foreach_maximum, test/inductor/test_foreach.py::ForeachTests::test_fusion_duplicate_buffer_list__foreach_minimum, test/inductor/test_foreach.py::ForeachTests::test_fusion_duplicate_buffer_list__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_fusion_duplicate_buffer_list__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_kernel_split_arg_limit_list__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_kernel_split_arg_limit_list__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_kernel_split_arg_limit_list__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_kernel_split_arg_limit_list__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_kernel_split_arg_limit_scalar__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_kernel_split_arg_limit_scalar__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_kernel_split_arg_limit_scalar__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_kernel_split_arg_limit_scalar__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_multi_device, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_list__foreach_abs, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_list__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_list__foreach_clamp_max, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_list__foreach_clamp_min, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_list__foreach_copy, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_list__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_list__foreach_maximum, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_list__foreach_minimum, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_list__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_list__foreach_neg, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_list__foreach_reciprocal, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_list__foreach_rsqrt, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_list__foreach_sign, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_list__foreach_sqrt, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_list__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_producer_list__foreach_abs, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_producer_list__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_producer_list__foreach_clamp_max, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_producer_list__foreach_clamp_min, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_producer_list__foreach_copy, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_producer_list__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_producer_list__foreach_maximum, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_producer_list__foreach_minimum, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_producer_list__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_producer_list__foreach_neg, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_producer_list__foreach_reciprocal, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_producer_list__foreach_rsqrt, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_producer_list__foreach_sign, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_producer_list__foreach_sqrt, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_producer_list__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_producer_scalar__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_producer_scalar__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_producer_scalar__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_producer_scalar__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_scalar__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_scalar__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_scalar__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_consumer_scalar__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_producer_list__foreach_abs, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_producer_list__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_producer_list__foreach_clamp_max, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_producer_list__foreach_clamp_min, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_producer_list__foreach_copy, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_producer_list__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_producer_list__foreach_maximum, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_producer_list__foreach_minimum, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_producer_list__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_producer_list__foreach_neg, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_producer_list__foreach_reciprocal, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_producer_list__foreach_rsqrt, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_producer_list__foreach_sign, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_producer_list__foreach_sqrt, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_producer_list__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_producer_scalar__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_producer_scalar__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_producer_scalar__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_non_foreach_producer_scalar__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_reinplacing__foreach_add_, test/inductor/test_foreach.py::ForeachTests::test_reinplacing__foreach_div_, test/inductor/test_foreach.py::ForeachTests::test_reinplacing__foreach_mul_, test/inductor/test_foreach.py::ForeachTests::test_reinplacing__foreach_sub_, test/inductor/test_foreach.py::ForeachTests::test_reinplacing_mut_after__foreach_add_, test/inductor/test_foreach.py::ForeachTests::test_reinplacing_mut_after__foreach_div_, test/inductor/test_foreach.py::ForeachTests::test_reinplacing_mut_after__foreach_mul_, test/inductor/test_foreach.py::ForeachTests::test_reinplacing_mut_after__foreach_sub_, test/inductor/test_foreach.py::ForeachTests::test_reinplacing_mut_before__foreach_add_, test/inductor/test_foreach.py::ForeachTests::test_reinplacing_mut_before__foreach_div_, test/inductor/test_foreach.py::ForeachTests::test_reinplacing_mut_before__foreach_mul_, test/inductor/test_foreach.py::ForeachTests::test_reinplacing_mut_before__foreach_sub_, test/inductor/test_foreach.py::ForeachTests::test_scheduler_fusion_list__foreach_abs, test/inductor/test_foreach.py::ForeachTests::test_scheduler_fusion_list__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_scheduler_fusion_list__foreach_clamp_max, test/inductor/test_foreach.py::ForeachTests::test_scheduler_fusion_list__foreach_clamp_min, test/inductor/test_foreach.py::ForeachTests::test_scheduler_fusion_list__foreach_copy, test/inductor/test_foreach.py::ForeachTests::test_scheduler_fusion_list__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_scheduler_fusion_list__foreach_maximum, test/inductor/test_foreach.py::ForeachTests::test_scheduler_fusion_list__foreach_minimum, test/inductor/test_foreach.py::ForeachTests::test_scheduler_fusion_list__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_scheduler_fusion_list__foreach_neg, test/inductor/test_foreach.py::ForeachTests::test_scheduler_fusion_list__foreach_reciprocal, test/inductor/test_foreach.py::ForeachTests::test_scheduler_fusion_list__foreach_rsqrt, test/inductor/test_foreach.py::ForeachTests::test_scheduler_fusion_list__foreach_sign, test/inductor/test_foreach.py::ForeachTests::test_scheduler_fusion_list__foreach_sqrt, test/inductor/test_foreach.py::ForeachTests::test_scheduler_fusion_list__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_scheduler_fusion_scalar__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_scheduler_fusion_scalar__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_scheduler_fusion_scalar__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_scheduler_fusion_scalar__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_single_list__foreach_abs, test/inductor/test_foreach.py::ForeachTests::test_single_list__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_single_list__foreach_clamp_max, test/inductor/test_foreach.py::ForeachTests::test_single_list__foreach_clamp_min, test/inductor/test_foreach.py::ForeachTests::test_single_list__foreach_copy, test/inductor/test_foreach.py::ForeachTests::test_single_list__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_single_list__foreach_maximum, test/inductor/test_foreach.py::ForeachTests::test_single_list__foreach_minimum, test/inductor/test_foreach.py::ForeachTests::test_single_list__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_single_list__foreach_neg, test/inductor/test_foreach.py::ForeachTests::test_single_list__foreach_reciprocal, test/inductor/test_foreach.py::ForeachTests::test_single_list__foreach_rsqrt, test/inductor/test_foreach.py::ForeachTests::test_single_list__foreach_sign, test/inductor/test_foreach.py::ForeachTests::test_single_list__foreach_sqrt, test/inductor/test_foreach.py::ForeachTests::test_single_list__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_single_scalar__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_single_scalar__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_single_scalar__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_single_scalar__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_single_scalar_tensor__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_single_scalar_tensor__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_singleton_lists__foreach_abs, test/inductor/test_foreach.py::ForeachTests::test_singleton_lists__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_singleton_lists__foreach_clamp_max, test/inductor/test_foreach.py::ForeachTests::test_singleton_lists__foreach_clamp_min, test/inductor/test_foreach.py::ForeachTests::test_singleton_lists__foreach_copy, test/inductor/test_foreach.py::ForeachTests::test_singleton_lists__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_singleton_lists__foreach_maximum, test/inductor/test_foreach.py::ForeachTests::test_singleton_lists__foreach_minimum, test/inductor/test_foreach.py::ForeachTests::test_singleton_lists__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_singleton_lists__foreach_neg, test/inductor/test_foreach.py::ForeachTests::test_singleton_lists__foreach_reciprocal, test/inductor/test_foreach.py::ForeachTests::test_singleton_lists__foreach_rsqrt, test/inductor/test_foreach.py::ForeachTests::test_singleton_lists__foreach_sign, test/inductor/test_foreach.py::ForeachTests::test_singleton_lists__foreach_sqrt, test/inductor/test_foreach.py::ForeachTests::test_singleton_lists__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_type_promotion__foreach_add, test/inductor/test_foreach.py::ForeachTests::test_type_promotion__foreach_clamp_max, test/inductor/test_foreach.py::ForeachTests::test_type_promotion__foreach_clamp_min, test/inductor/test_foreach.py::ForeachTests::test_type_promotion__foreach_copy, test/inductor/test_foreach.py::ForeachTests::test_type_promotion__foreach_div, test/inductor/test_foreach.py::ForeachTests::test_type_promotion__foreach_maximum, test/inductor/test_foreach.py::ForeachTests::test_type_promotion__foreach_minimum, test/inductor/test_foreach.py::ForeachTests::test_type_promotion__foreach_mul, test/inductor/test_foreach.py::ForeachTests::test_type_promotion__foreach_sub, test/inductor/test_foreach.py::ForeachTests::test_zero_elems 2024-12-18T01:17:04.2188828Z 2024-12-18T01:17:08.4605481Z Running test_model_exports_to_core_aten 1/1 ... [2024-12-18 01:17:08.459992] 2024-12-18T01:17:08.4606115Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:17:08.4608745Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_model_exports_to_core_aten.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:17:08.460384] 2024-12-18T01:17:09.2622048Z 2024-12-18T01:17:09.2623381Z 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_171681dff1cc6044_.log 2024-12-18T01:17:09.2625608Z 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 2024-12-18T01:17:09.2627185Z 2024-12-18T01:17:13.2350520Z 2024-12-18T01:17:13.2351753Z 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_3e1409845f15f89d_.log 2024-12-18T01:17:13.2352953Z Running 1 items in this shard: test/test_model_exports_to_core_aten.py::TestQuantizePT2EModels::test_vit_aten_export 2024-12-18T01:17:13.2353479Z 2024-12-18T01:17:13.4936415Z Running inductor/test_custom_post_grad_passes 1/1 ... [2024-12-18 01:17:13.493112] 2024-12-18T01:17:13.4936993Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:17:13.4938452Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_custom_post_grad_passes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:17:13.493504] 2024-12-18T01:17:17.5290925Z Running export/test_tools 1/1 ... [2024-12-18 01:17:17.528535] 2024-12-18T01:17:17.5291623Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:17:17.5292770Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_tools.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:17:17.528904] 2024-12-18T01:17:20.5233465Z 2024-12-18T01:17:20.5234617Z inductor/test_custom_post_grad_passes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_custom_post_grad_passes_1.1_b7ec3b663a20e4e3_.log 2024-12-18T01:17:20.5238236Z Running 5 items in this shard: test/inductor/test_custom_post_grad_passes.py::TestPostGradCustomPrePostPass::test_custom_joint_pass_post, test/inductor/test_custom_post_grad_passes.py::TestPostGradCustomPrePostPass::test_custom_joint_pass_pre, test/inductor/test_custom_post_grad_passes.py::TestPostGradCustomPrePostPass::test_custom_post_pass, test/inductor/test_custom_post_grad_passes.py::TestPostGradCustomPrePostPass::test_custom_pre_grad_pass, test/inductor/test_custom_post_grad_passes.py::TestPostGradCustomPrePostPass::test_custom_pre_pass 2024-12-18T01:17:20.5241128Z 2024-12-18T01:17:22.0028528Z 2024-12-18T01:17:22.0029752Z export/test_tools 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_tools_1.1_0af40b3e4fafee1e_.log 2024-12-18T01:17:22.0031751Z Running 2 items in this shard: test/export/test_tools.py::TestExportTools::test_report_exportability_basic, test/export/test_tools.py::TestExportTools::test_report_exportability_with_issues 2024-12-18T01:17:22.0032996Z 2024-12-18T01:17:24.8320036Z Running inductor/test_snode_runtime 1/1 ... [2024-12-18 01:17:24.831325] 2024-12-18T01:17:24.8320623Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:17:24.8322051Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_snode_runtime.py', '-m', 'not serial', '--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 01:17:24.831705] 2024-12-18T01:17:26.2258680Z Running dynamo/test_pgo 1/1 ... [2024-12-18 01:17:26.225298] 2024-12-18T01:17:26.2259443Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:17:26.2261226Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_pgo.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:17:26.225699] 2024-12-18T01:17:29.9571529Z 2024-12-18T01:17:29.9573070Z inductor/test_snode_runtime 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_snode_runtime_1.1_e27f3ea95071af3f_.log 2024-12-18T01:17:29.9581826Z Running 22 items in this shard: test/inductor/test_snode_runtime.py::UnsupportedTests::test_no_cuda, test/inductor/test_snode_runtime.py::UnsupportedTests::test_no_op, test/inductor/test_snode_runtime.py::ComputeBoundedTests::test_addmm, test/inductor/test_snode_runtime.py::ComputeBoundedTests::test_bmm, test/inductor/test_snode_runtime.py::ComputeBoundedTests::test_conv1d, test/inductor/test_snode_runtime.py::ComputeBoundedTests::test_conv2d, test/inductor/test_snode_runtime.py::ComputeBoundedTests::test_conv2d_transpose, test/inductor/test_snode_runtime.py::ComputeBoundedTests::test_conv3d, test/inductor/test_snode_runtime.py::ComputeBoundedTests::test_mm, test/inductor/test_snode_runtime.py::MemoryBoundedTests::test_dynamic, test/inductor/test_snode_runtime.py::MemoryBoundedTests::test_horizontal_reduction_pointwise, test/inductor/test_snode_runtime.py::MemoryBoundedTests::test_pointwise, test/inductor/test_snode_runtime.py::MemoryBoundedTests::test_relu, test/inductor/test_snode_runtime.py::TestCommAnalysis::test_all_gather_into_tensor, test/inductor/test_snode_runtime.py::TestCommAnalysis::test_all_gather_into_tensor_coalesced, test/inductor/test_snode_runtime.py::TestCommAnalysis::test_all_reduce, test/inductor/test_snode_runtime.py::TestCommAnalysis::test_all_reduce_coalesced, test/inductor/test_snode_runtime.py::TestCommAnalysis::test_legacy_all_gather_into_tensor_coalesced, test/inductor/test_snode_runtime.py::TestCommAnalysis::test_legacy_all_reduce, test/inductor/test_snode_runtime.py::TestCommAnalysis::test_legacy_all_reduce_coalesced, test/inductor/test_snode_runtime.py::TestCommAnalysis::test_reduce_scatter_tensor, test/inductor/test_snode_runtime.py::TestCommAnalysis::test_reduce_scatter_tensor_coalesced 2024-12-18T01:17:29.9589943Z 2024-12-18T01:17:30.6999529Z 2024-12-18T01:17:30.7000520Z dynamo/test_pgo 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_pgo_1.1_9ca569924ac1cf76_.log 2024-12-18T01:17:30.7002177Z Running 4 items in this shard: test/dynamo/test_pgo.py::PgoTest::test_basic, test/dynamo/test_pgo.py::PgoTest::test_distinct_compile_id, test/dynamo/test_pgo.py::PgoTest::test_njt, test/dynamo/test_pgo.py::PgoTest::test_remote_basic 2024-12-18T01:17:30.7003602Z 2024-12-18T01:17:34.2612864Z Running dynamo/test_export_mutations 1/1 ... [2024-12-18 01:17:34.260711] 2024-12-18T01:17:34.2613380Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:17:34.2614859Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_export_mutations.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:17:34.261097] 2024-12-18T01:17:34.9445494Z Running dynamo/test_sdpa 1/1 ... [2024-12-18 01:17:34.943979] 2024-12-18T01:17:34.9446303Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:17:34.9447929Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_sdpa.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:17:34.944380] 2024-12-18T01:17:38.6848011Z 2024-12-18T01:17:38.6849083Z dynamo/test_export_mutations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_export_mutations_1.1_ffee09cd4a2fdf44_.log 2024-12-18T01:17:38.6853606Z Running 5 items in this shard: test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_1, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_2, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_3, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_4, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_positive_1 2024-12-18T01:17:38.6856302Z 2024-12-18T01:17:39.3182898Z 2024-12-18T01:17:39.3183757Z dynamo/test_sdpa 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sdpa_1.1_95709ff063f3c030_.log 2024-12-18T01:17:39.3185594Z Running 4 items in this shard: test/dynamo/test_sdpa.py::TestSDPA::test_graph_break_SDPAParams, test/dynamo/test_sdpa.py::TestSDPA::test_input_SDPAParams, test/dynamo/test_sdpa.py::TestSDPA::test_intermediate_attr_access_SDPAParams, test/dynamo/test_sdpa.py::TestSDPA::test_returns_SDPAParams 2024-12-18T01:17:39.3186890Z 2024-12-18T01:17:42.9305608Z Running dynamo/test_exceptions 1/1 ... [2024-12-18 01:17:42.929966] 2024-12-18T01:17:42.9306372Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:17:42.9308623Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_exceptions.py', '-m', 'not serial', '--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 01:17:42.930381] 2024-12-18T01:17:43.5429479Z Running dynamo/test_metrics_context 1/1 ... [2024-12-18 01:17:43.542422] 2024-12-18T01:17:43.5430176Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:17:43.5434798Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_metrics_context.py', '-m', 'not serial', '--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 01:17:43.543040] 2024-12-18T01:17:47.3033307Z 2024-12-18T01:17:47.3034610Z dynamo/test_exceptions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_exceptions_1.1_7c51b7bfde2da94f_.log 2024-12-18T01:17:47.3041418Z Running 18 items in this shard: test/dynamo/test_exceptions.py::ExceptionTests::test_atrribute_error, test/dynamo/test_exceptions.py::ExceptionTests::test_attribute_error_from_getattr, test/dynamo/test_exceptions.py::ExceptionTests::test_custom_getattr_on_module_exception, test/dynamo/test_exceptions.py::ExceptionTests::test_dynamo_undo_kw_names, test/dynamo/test_exceptions.py::ExceptionTests::test_exception, test/dynamo/test_exceptions.py::ExceptionTests::test_exception2, test/dynamo/test_exceptions.py::ExceptionTests::test_exception3, test/dynamo/test_exceptions.py::ExceptionTests::test_exception4, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_else, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_raised_from_child, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_with_another_exception, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_with_another_exception2, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_with_ctx_manager, test/dynamo/test_exceptions.py::ExceptionTests::test_key_error, test/dynamo/test_exceptions.py::ExceptionTests::test_nn_module_getattr, test/dynamo/test_exceptions.py::ExceptionTests::test_nn_reraise, test/dynamo/test_exceptions.py::ExceptionTests::test_raise_from_None, test/dynamo/test_exceptions.py::ExceptionTests::test_stop_iteration 2024-12-18T01:17:47.3047830Z 2024-12-18T01:17:47.9247728Z 2024-12-18T01:17:47.9249100Z dynamo/test_metrics_context 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_metrics_context_1.1_b17adad3ecd260f9_.log 2024-12-18T01:17:47.9252570Z Running 7 items in this shard: test/dynamo/test_metrics_context.py::TestMetricsContext::test_add_to_set, test/dynamo/test_metrics_context.py::TestMetricsContext::test_context_exists, test/dynamo/test_metrics_context.py::TestMetricsContext::test_nested_context, test/dynamo/test_metrics_context.py::TestMetricsContext::test_set, test/dynamo/test_metrics_context.py::TestMetricsContext::test_set_disallow_overwrite, test/dynamo/test_metrics_context.py::TestMetricsContext::test_set_key_value, test/dynamo/test_metrics_context.py::TestMetricsContext::test_update_disallow_overwrite 2024-12-18T01:17:47.9255124Z 2024-12-18T01:17:51.4486263Z Running profiler/test_cpp_thread 1/1 ... [2024-12-18 01:17:51.447898] 2024-12-18T01:17:51.4486823Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:17:51.4488067Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_cpp_thread.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:17:51.448268] 2024-12-18T01:17:52.1516809Z Running dynamo/test_recompiles 1/1 ... [2024-12-18 01:17:52.151087] 2024-12-18T01:17:52.1517637Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:17:52.1519465Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_recompiles.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:17:52.151464] 2024-12-18T01:17:56.5245718Z 2024-12-18T01:17:56.5246661Z dynamo/test_recompiles 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_recompiles_1.1_a111c20f095c2f55_.log 2024-12-18T01:17:56.5252579Z Running 13 items in this shard: test/dynamo/test_recompiles.py::RecompileTests::test_aliasing_guard_failures, test/dynamo/test_recompiles.py::RecompileTests::test_aliasing_guard_failures_with_globals, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_on_closed_ints, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_reduce_recompiles, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_shapes_mark_as_oblivious, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_shapes_mark_as_oblivious_fail_counterfactual, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_shapes_mark_as_unbacked, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_tensor_scalar_change, test/dynamo/test_recompiles.py::RecompileTests::test_dynamic_shape_parameter_recompile, test/dynamo/test_recompiles.py::RecompileTests::test_no_recursive_compile_after_cache_limit_hit, test/dynamo/test_recompiles.py::RecompileTests::test_recompiles_true_false_flop, test/dynamo/test_recompiles.py::RecompileTests::test_run_mode_after_cache_limit_hit, test/dynamo/test_recompiles.py::RecompileTests::test_simple_module_recompile 2024-12-18T01:17:56.5258457Z 2024-12-18T01:17:57.7755100Z 2024-12-18T01:17:57.7756039Z profiler/test_cpp_thread 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_cpp_thread_1.1_f15447d369330725_.log 2024-12-18T01:17:57.7759489Z Running 6 items in this shard: test/profiler/test_cpp_thread.py::CppThreadTestCUDA::test_profile_memory_cuda, test/profiler/test_cpp_thread.py::CppThreadTestCUDA::test_with_enable_profiler_in_child_thread_cuda, test/profiler/test_cpp_thread.py::CppThreadTestCUDA::test_without_enable_profiler_in_child_thread_cuda, test/profiler/test_cpp_thread.py::CppThreadTestXPU::test_profile_memory_xpu, test/profiler/test_cpp_thread.py::CppThreadTestXPU::test_with_enable_profiler_in_child_thread_xpu, test/profiler/test_cpp_thread.py::CppThreadTestXPU::test_without_enable_profiler_in_child_thread_xpu 2024-12-18T01:17:57.7762123Z 2024-12-18T01:18:00.7288417Z Running inductor/test_control_flow 1/1 ... [2024-12-18 01:18:00.728302] 2024-12-18T01:18:00.7288920Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:18:00.7292149Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_control_flow.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:18:00.728720] 2024-12-18T01:18:01.9438422Z Running xpu/test_conv 1/1 ... [2024-12-18 01:18:01.943300] 2024-12-18T01:18:01.9439083Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:18:01.9440762Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'xpu/test_conv.py', '-m', 'not serial', '--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 01:18:01.943736] 2024-12-18T01:18:06.8179140Z 2024-12-18T01:18:06.8180216Z xpu/test_conv 1/1 was successful, full logs can be found in artifacts with path test/test-reports/xpu.test_conv_1.1_ba141cc1351fb8b2_.log 2024-12-18T01:18:06.8180961Z Running 0 items in this shard: 2024-12-18T01:18:06.8181161Z 2024-12-18T01:18:07.3575621Z 2024-12-18T01:18:07.3576736Z inductor/test_control_flow 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_control_flow_1.1_e9edbb1cdbee89d5_.log 2024-12-18T01:18:07.3615578Z Running 79 items in this shard: test/inductor/test_control_flow.py::CondTests::test_cond_advanced_dynamic_shapes_device_cpu, test/inductor/test_control_flow.py::CondTests::test_cond_advanced_dynamic_shapes_device_cuda, test/inductor/test_control_flow.py::CondTests::test_cond_aliasing_outputs, test/inductor/test_control_flow.py::CondTests::test_cond_control_flow_with_precomputed_size, test/inductor/test_control_flow.py::CondTests::test_cond_decompose_ops_in_subgraph_device_cpu, test/inductor/test_control_flow.py::CondTests::test_cond_decompose_ops_in_subgraph_device_cuda, test/inductor/test_control_flow.py::CondTests::test_cond_decompose_ops_in_subgraph_recursive_device_cpu, test/inductor/test_control_flow.py::CondTests::test_cond_decompose_ops_in_subgraph_recursive_device_cuda, test/inductor/test_control_flow.py::CondTests::test_cond_inductor_fx_passes_recursively_applied, test/inductor/test_control_flow.py::CondTests::test_cond_multiple_outputs_device_cpu_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_multiple_outputs_device_cpu_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_multiple_outputs_device_cuda_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_multiple_outputs_device_cuda_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_nested_control_flow_device_cpu_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_nested_control_flow_device_cpu_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_nested_control_flow_device_cuda_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_nested_control_flow_device_cuda_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_non_tensor_predicates_device_cpu_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_non_tensor_predicates_device_cpu_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_non_tensor_predicates_device_cuda_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_non_tensor_predicates_device_cuda_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_outer_code_before_after_device_cpu_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_outer_code_before_after_device_cpu_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_outer_code_before_after_device_cuda_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_outer_code_before_after_device_cuda_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_reintepret_view_inputs_outputs, test/inductor/test_control_flow.py::CondTests::test_cond_simple_control_flow_device_cpu_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_simple_control_flow_device_cpu_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_simple_control_flow_device_cuda_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_simple_control_flow_device_cuda_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_simple_with_int_closure_device_cpu, test/inductor/test_control_flow.py::CondTests::test_cond_simple_with_int_closure_device_cuda, test/inductor/test_control_flow.py::CondTests::test_cond_subgraphs_with_parameters_device_cpu_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_subgraphs_with_parameters_device_cpu_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_subgraphs_with_parameters_device_cuda_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_subgraphs_with_parameters_device_cuda_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_unbacked_symint_inner_device_cpu, test/inductor/test_control_flow.py::CondTests::test_cond_unbacked_symint_inner_device_cuda, test/inductor/test_control_flow.py::CondTests::test_cond_unbacked_symint_inner_to_outer_device_cpu, test/inductor/test_control_flow.py::CondTests::test_cond_unbacked_symint_inner_to_outer_device_cuda, test/inductor/test_control_flow.py::CondTests::test_cond_unbacked_symint_outer_to_inner_device_cpu, test/inductor/test_control_flow.py::CondTests::test_cond_unbacked_symint_outer_to_inner_device_cuda, test/inductor/test_control_flow.py::CondTests::test_cond_use_buffers_from_outer_scope, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_nested_control_flow_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_nested_control_flow_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_nested_control_flow_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_nested_control_flow_device_cuda_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_simple_control_flow_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_simple_control_flow_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_simple_control_flow_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_simple_control_flow_device_cuda_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_in_out_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_in_out_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_in_out_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_in_out_device_cuda_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_in_out_mismatch_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_in_out_mismatch_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_ops_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_ops_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_ops_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_ops_device_cuda_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_outer_buffers_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_outer_buffers_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_outer_code_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_outer_code_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_outer_code_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_outer_code_device_cuda_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_parameters_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_parameters_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_parameters_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_parameters_device_cuda_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_pytree_inputs_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_pytree_inputs_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_pytree_inputs_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_pytree_inputs_device_cuda_dynamic_True, test/inductor/test_control_flow.py::AssociativeScanTests::test_associative_scan_CUDA_flip_combine_mode_generic_backend_inductor_cpu, test/inductor/test_control_flow.py::AssociativeScanTests::test_associative_scan_CUDA_flip_combine_mode_generic_backend_inductor_device_cuda, test/inductor/test_control_flow.py::AssociativeScanTests::test_associative_scan_CUDA_flip_combine_mode_pointwise_backend_inductor_cpu, test/inductor/test_control_flow.py::AssociativeScanTests::test_associative_scan_CUDA_flip_combine_mode_pointwise_backend_inductor_device_cuda 2024-12-18T01:18:07.3651753Z 2024-12-18T01:18:11.0332190Z Running inductor/test_cudagraph_trees_expandable_segments 1/1 ... [2024-12-18 01:18:11.032609] 2024-12-18T01:18:11.0332814Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:18:11.0334072Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cudagraph_trees_expandable_segments.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:18:11.033000] 2024-12-18T01:18:11.5252131Z Running dynamo/test_subgraphs 1/1 ... [2024-12-18 01:18:11.524658] 2024-12-18T01:18:11.5252603Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:18:11.5255031Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_subgraphs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:18:11.525068] 2024-12-18T01:18:16.0988678Z 2024-12-18T01:18:16.0989682Z dynamo/test_subgraphs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_subgraphs_1.1_43328df21e20cd15_.log 2024-12-18T01:18:16.1005575Z Running 44 items in this shard: test/dynamo/test_subgraphs.py::SubGraphTests::test_capi_call1, test/dynamo/test_subgraphs.py::SubGraphTests::test_capi_call2, test/dynamo/test_subgraphs.py::SubGraphTests::test_capi_call3, test/dynamo/test_subgraphs.py::SubGraphTests::test_control_flow1, test/dynamo/test_subgraphs.py::SubGraphTests::test_control_flow2, test/dynamo/test_subgraphs.py::SubGraphTests::test_control_flow3, test/dynamo/test_subgraphs.py::SubGraphTests::test_control_flow4, test/dynamo/test_subgraphs.py::SubGraphTests::test_control_flow5, test/dynamo/test_subgraphs.py::SubGraphTests::test_dynamic_duck_size, test/dynamo/test_subgraphs.py::SubGraphTests::test_dynamic_getitem, test/dynamo/test_subgraphs.py::SubGraphTests::test_dynamic_kwarg, test/dynamo/test_subgraphs.py::SubGraphTests::test_dynamic_order_dependence, test/dynamo/test_subgraphs.py::SubGraphTests::test_dynamic_zero_inference, test/dynamo/test_subgraphs.py::SubGraphTests::test_enumerate_not_break_graph, test/dynamo/test_subgraphs.py::SubGraphTests::test_extended_args, test/dynamo/test_subgraphs.py::SubGraphTests::test_graph_break_on_item, test/dynamo/test_subgraphs.py::SubGraphTests::test_indirect_unsupported1, test/dynamo/test_subgraphs.py::SubGraphTests::test_indirect_unsupported2, test/dynamo/test_subgraphs.py::SubGraphTests::test_indirect_unsupported3, test/dynamo/test_subgraphs.py::SubGraphTests::test_multigraph, test/dynamo/test_subgraphs.py::SubGraphTests::test_no_graph_break_on_item, test/dynamo/test_subgraphs.py::SubGraphTests::test_pop_after_resume, test/dynamo/test_subgraphs.py::SubGraphTests::test_restore_range, test/dynamo/test_subgraphs.py::SubGraphTests::test_restore_range_iter, test/dynamo/test_subgraphs.py::SubGraphTests::test_restore_state, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume1, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume2, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume3, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume4, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume5, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume_freevars, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume_paths_join, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume_tuple_iterator, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume_with_no_grad1, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume_with_no_grad2, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume_with_no_grad3, test/dynamo/test_subgraphs.py::SubGraphTests::test_stack_state1, test/dynamo/test_subgraphs.py::SubGraphTests::test_stack_state2, test/dynamo/test_subgraphs.py::SubGraphTests::test_start1, test/dynamo/test_subgraphs.py::SubGraphTests::test_start2, test/dynamo/test_subgraphs.py::SubGraphTests::test_start3, test/dynamo/test_subgraphs.py::SubGraphTests::test_start4, test/dynamo/test_subgraphs.py::SubGraphTests::test_tuple_iterator_mutate, test/dynamo/test_subgraphs.py::SubGraphTests::test_tuple_iterator_return 2024-12-18T01:18:16.1019488Z 2024-12-18T01:18:16.3574929Z 2024-12-18T01:18:16.3576303Z 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_da1241df3375ce7f_.log 2024-12-18T01:18:16.3627763Z 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 2024-12-18T01:18:16.3677912Z 2024-12-18T01:18:20.2794665Z Running dynamo/test_pre_dispatch 1/1 ... [2024-12-18 01:18:20.278901] 2024-12-18T01:18:20.2795162Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:18:20.2796834Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_pre_dispatch.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:18:20.279314] 2024-12-18T01:18:20.5550145Z Running inductor/test_decompose_mem_bound_mm 1/1 ... [2024-12-18 01:18:20.554426] 2024-12-18T01:18:20.5550682Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:18:20.5553123Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_decompose_mem_bound_mm.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:18:20.554827] 2024-12-18T01:18:24.6536149Z 2024-12-18T01:18:24.6537335Z dynamo/test_pre_dispatch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_pre_dispatch_1.1_c912f5dcf2c790e4_.log 2024-12-18T01:18:24.6539590Z Running 3 items in this shard: test/dynamo/test_pre_dispatch.py::PreDispatchTests::test_autocast_simple, test/dynamo/test_pre_dispatch.py::PreDispatchTests::test_enable_grad_and_no_grad, test/dynamo/test_pre_dispatch.py::PreDispatchTests::test_no_grad_simple 2024-12-18T01:18:24.6541054Z 2024-12-18T01:18:25.4799778Z 2024-12-18T01:18:25.4801419Z inductor/test_decompose_mem_bound_mm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_decompose_mem_bound_mm_1.1_a37f32422f655082_.log 2024-12-18T01:18:25.4802364Z Running 0 items in this shard: 2024-12-18T01:18:25.4802562Z 2024-12-18T01:18:28.9267455Z Running inductor/test_scatter_optimization 1/1 ... [2024-12-18 01:18:28.926029] 2024-12-18T01:18:28.9268440Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:18:28.9269796Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_scatter_optimization.py', '-m', 'not serial', '--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 01:18:28.926434] 2024-12-18T01:18:29.6962762Z Running inductor/test_codegen_triton 1/1 ... [2024-12-18 01:18:29.695636] 2024-12-18T01:18:29.6963284Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:18:29.6964817Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_codegen_triton.py', '-m', 'not serial', '--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 01:18:29.696068] 2024-12-18T01:18:33.4009753Z 2024-12-18T01:18:33.4011065Z inductor/test_scatter_optimization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_scatter_optimization_1.1_b76881a4d03e19ec_.log 2024-12-18T01:18:33.4015838Z Running 8 items in this shard: test/inductor/test_scatter_optimization.py::TestScatterOpt::test_3d_tensor, test/inductor/test_scatter_optimization.py::TestScatterOpt::test_can_not_optimize_due_to_dense, test/inductor/test_scatter_optimization.py::TestScatterOpt::test_can_not_optimize_due_to_non_const, test/inductor/test_scatter_optimization.py::TestScatterOpt::test_cross_entropy_loss, test/inductor/test_scatter_optimization.py::TestScatterOpt::test_neg_scatter_dim, test/inductor/test_scatter_optimization.py::TestScatterOpt::test_non_last_dim, test/inductor/test_scatter_optimization.py::TestScatterOpt::test_nonzero_const_tensor, test/inductor/test_scatter_optimization.py::TestScatterOpt::test_shorter_index_tensor 2024-12-18T01:18:33.4019435Z 2024-12-18T01:18:36.7257062Z 2024-12-18T01:18:36.7258220Z inductor/test_codegen_triton 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_codegen_triton_1.1_d98aefb8976564dc_.log 2024-12-18T01:18:36.7259425Z Running 1 items in this shard: test/inductor/test_codegen_triton.py::TestCodegenTriton::test_config_of_sizearg 2024-12-18T01:18:36.7259943Z 2024-12-18T01:18:37.6943361Z Running dynamo/test_global 1/1 ... [2024-12-18 01:18:37.693735] 2024-12-18T01:18:37.6943817Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:18:37.6944990Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_global.py', '-m', 'not serial', '--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 01:18:37.694145] 2024-12-18T01:18:41.0354373Z Running inductor/test_perf 1/1 ... [2024-12-18 01:18:41.034805] 2024-12-18T01:18:41.0355102Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:18:41.0356449Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_perf.py', '-m', 'not serial', '--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 01:18:41.035206] 2024-12-18T01:18:42.1674946Z 2024-12-18T01:18:42.1675920Z dynamo/test_global 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_global_1.1_da753aa4da701d86_.log 2024-12-18T01:18:42.1680100Z Running 12 items in this shard: test/dynamo/test_global.py::TestGlobals::test_store_global_1, test/dynamo/test_global.py::TestGlobals::test_store_global_2, test/dynamo/test_global.py::TestGlobals::test_store_global_cross_file, test/dynamo/test_global.py::TestGlobals::test_store_global_crossfile_inline, test/dynamo/test_global.py::TestGlobals::test_store_global_dict, test/dynamo/test_global.py::TestGlobals::test_store_global_dict_2, test/dynamo/test_global.py::TestGlobals::test_store_global_inline_1, test/dynamo/test_global.py::TestGlobals::test_store_global_inline_2, test/dynamo/test_global.py::TestGlobals::test_store_global_list, test/dynamo/test_global.py::TestGlobals::test_store_global_list_2, test/dynamo/test_global.py::TestGlobals::test_store_global_new, test/dynamo/test_global.py::TestGlobals::test_store_global_object 2024-12-18T01:18:42.1683972Z 2024-12-18T01:18:46.3612956Z 2024-12-18T01:18:46.3613980Z inductor/test_perf 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_perf_1.1_aba6ef28d4106774_.log 2024-12-18T01:18:46.3635716Z Running 66 items in this shard: test/inductor/test_perf.py::NumBytesMetricTests::test_cat, test/inductor/test_perf.py::NumBytesMetricTests::test_cat_pointwise, test/inductor/test_perf.py::NumBytesMetricTests::test_cat_pointwise_config_option, test/inductor/test_perf.py::NumBytesMetricTests::test_cat_pointwise_many_complex_inputs, test/inductor/test_perf.py::NumBytesMetricTests::test_cat_pointwise_many_simple_inputs, test/inductor/test_perf.py::NumBytesMetricTests::test_extern, test/inductor/test_perf.py::NumBytesMetricTests::test_index, test/inductor/test_perf.py::NumBytesMetricTests::test_pointwise, test/inductor/test_perf.py::NumBytesMetricTests::test_reduction, test/inductor/test_perf.py::FusionTests::test_create_block_mask, test/inductor/test_perf.py::FusionTests::test_double_softmax, test/inductor/test_perf.py::FusionTests::test_factory_reduction, test/inductor/test_perf.py::FusionTests::test_horizontal_reduction_outer_pointwise, test/inductor/test_perf.py::FusionTests::test_horizontal_reduction_pointwise, test/inductor/test_perf.py::FusionTests::test_horizontal_reduction_pointwise2, test/inductor/test_perf.py::FusionTests::test_horizontal_reduction_reduction, test/inductor/test_perf.py::FusionTests::test_horizontal_sum_pw_broadcast, test/inductor/test_perf.py::FusionTests::test_index_pointwise, test/inductor/test_perf.py::FusionTests::test_index_reduction, test/inductor/test_perf.py::FusionTests::test_layer_norm, test/inductor/test_perf.py::FusionTests::test_mutation_fusion, test/inductor/test_perf.py::FusionTests::test_neighbor, test/inductor/test_perf.py::FusionTests::test_norm_chain, test/inductor/test_perf.py::FusionTests::test_pointwise_multi_level_reduction, test/inductor/test_perf.py::FusionTests::test_reduction_pointwise_multi_level_reduction, test/inductor/test_perf.py::FusionTests::test_softmax_backward, test/inductor/test_perf.py::FusionTests::test_softmax_inner, test/inductor/test_perf.py::FusionTests::test_vertical_sum_pw, test/inductor/test_perf.py::SchedulerFusionTests::test_fusion_choice1, test/inductor/test_perf.py::SchedulerFusionTests::test_fusion_choice2, test/inductor/test_perf.py::SchedulerFusionTests::test_fusion_choice3, test/inductor/test_perf.py::SchedulerFusionTests::test_fusion_choice4_cpu, test/inductor/test_perf.py::TilingTests::test_tiling_simple, test/inductor/test_perf.py::TilingTests::test_tiling_three, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_cat, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_dtype, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_full_remat, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_keops, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_long_chain_add, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_partial_remat, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_relu, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_unremat_bw, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_unremat_bw2, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_with_view, test/inductor/test_perf.py::NoopTests::test_noop_cat, test/inductor/test_perf.py::NoopTests::test_noop_clones, test/inductor/test_perf.py::NoopTests::test_noop_device_conversion, test/inductor/test_perf.py::NoopTests::test_noop_dtype_conversion, test/inductor/test_perf.py::NoopTests::test_noop_int_ops, test/inductor/test_perf.py::NoopTests::test_noop_slice_scatter, test/inductor/test_perf.py::InplacingTests::test_inplace_custom_op, test/inductor/test_perf.py::InplacingTests::test_inplace_custom_op_intermediate, test/inductor/test_perf.py::InplacingTests::test_inplace_custom_op_training, test/inductor/test_perf.py::InplacingTests::test_inplace_custom_op_training_two_mutated_inputs, test/inductor/test_perf.py::InplacingTests::test_inplace_custom_op_two_mutated_inputs, test/inductor/test_perf.py::InplacingTests::test_inplace_randperm_scatter, test/inductor/test_perf.py::InplacingTests::test_inplace_scatter, test/inductor/test_perf.py::InplacingTests::test_inplace_scatter_noop_view, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_training, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v1, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v2, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v3, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v4, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v5, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v6, test/inductor/test_perf.py::InplacingTests::test_triton_kernel_not_fusable_with_users 2024-12-18T01:18:46.3656855Z 2024-12-18T01:18:46.3711518Z Running inductor/test_graph_transform_observer 1/1 ... [2024-12-18 01:18:46.370592] 2024-12-18T01:18:46.3712072Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:18:46.3714720Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_graph_transform_observer.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:18:46.371044] 2024-12-18T01:18:50.6021799Z Running inductor/test_profiler 1/1 ... [2024-12-18 01:18:50.601602] 2024-12-18T01:18:50.6022287Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:18:50.6023820Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_profiler.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:18:50.602013] 2024-12-18T01:18:50.8447061Z 2024-12-18T01:18:50.8448146Z inductor/test_graph_transform_observer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_graph_transform_observer_1.1_674b44e653d98ecf_.log 2024-12-18T01:18:50.8449483Z Running 1 items in this shard: test/inductor/test_graph_transform_observer.py::TestGraphTransformObserver::test_sdpa_rewriter 2024-12-18T01:18:50.8450070Z 2024-12-18T01:18:55.0996672Z Running export/test_db 1/1 ... [2024-12-18 01:18:55.099099] 2024-12-18T01:18:55.0997296Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:18:55.1000303Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_db.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:18:55.099536] 2024-12-18T01:18:55.1766802Z 2024-12-18T01:18:55.1768227Z inductor/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_profiler_1.1_cd3e2d43d119981f_.log 2024-12-18T01:18:55.1771541Z Running 6 items in this shard: test/inductor/test_profiler.py::DynamoProfilerTests::test_inductor_profiling_kernel_names_foreach, test/inductor/test_profiler.py::DynamoProfilerTests::test_inductor_profiling_kernel_names_pointwise, test/inductor/test_profiler.py::DynamoProfilerTests::test_inductor_profiling_kernel_names_template, test/inductor/test_profiler.py::DynamoProfilerTests::test_inductor_profiling_triton_hooks, test/inductor/test_profiler.py::DynamoProfilerTests::test_inductor_profiling_triton_launch, test/inductor/test_profiler.py::DynamoProfilerTests::test_pt2_triton_attributes 2024-12-18T01:18:55.1774510Z 2024-12-18T01:18:59.3963036Z Running inductor/test_op_dtype_prop 1/1 ... [2024-12-18 01:18:59.395641] 2024-12-18T01:18:59.3963950Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:18:59.3965204Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_op_dtype_prop.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:18:59.396011] 2024-12-18T01:18:59.7747043Z 2024-12-18T01:18:59.7748531Z export/test_db 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_db_1.1_ba50f83723f039ef_.log 2024-12-18T01:18:59.7768318Z Running 36 items in this shard: test/export/test_db.py::ExampleTests::test_exportdb_not_supported_case_dynamic_shape_round, test/export/test_db.py::ExampleTests::test_exportdb_not_supported_case_model_attr_mutation, test/export/test_db.py::ExampleTests::test_exportdb_not_supported_case_optional_input, test/export/test_db.py::ExampleTests::test_exportdb_not_supported_case_unsupported_operator, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_assume_constant_result, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_autograd_function, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_class_method, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_cond_branch_class_method, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_cond_branch_nested_function, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_cond_branch_nonlocal_variables, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_cond_closed_over_variable, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_cond_operands, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_cond_predicate, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_constrain_as_size_example, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_constrain_as_value_example, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_decorator, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_dictionary, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_dynamic_shape_assert, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_dynamic_shape_constructor, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_dynamic_shape_if_guard, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_dynamic_shape_map, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_dynamic_shape_slicing, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_dynamic_shape_view, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_fn_with_kwargs, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_list_contains, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_list_unpack, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_nested_function, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_null_context_manager, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_pytree_flatten, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_scalar_output, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_specialized_attribute, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_static_for_loop, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_static_if, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_tensor_setattr, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_type_reflection_method, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_user_input_mutation 2024-12-18T01:18:59.7787725Z 2024-12-18T01:19:04.0312119Z Running dynamo/test_compile 1/1 ... [2024-12-18 01:19:04.030504] 2024-12-18T01:19:04.0312581Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:19:04.0313698Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_compile.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:19:04.030911] 2024-12-18T01:19:06.6769319Z 2024-12-18T01:19:06.6771491Z inductor/test_op_dtype_prop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_op_dtype_prop_1.1_7dba6770da37e369_.log 2024-12-18T01:19:06.7037990Z Running 589 items in this shard: test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_any_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_binary_math_mixed_precision_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_codegen_upcast_to_fp32_upcast_to_fp32_False_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_codegen_upcast_to_fp32_upcast_to_fp32_True_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_constant_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_abs_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_abs_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_abs_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_abs_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acos_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acos_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acos_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acos_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acosh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acosh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acosh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acosh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asin_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asin_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asin_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asin_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asinh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asinh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asinh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asinh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan2_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan2_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan2_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan2_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atanh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atanh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atanh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atanh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_ceil_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_ceil_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_ceil_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_ceil_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_copysign_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_copysign_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_copysign_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_copysign_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cos_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cos_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cos_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cos_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cosh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cosh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cosh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cosh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erf_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erf_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erf_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erf_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfc_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfc_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfc_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfc_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfinv_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfinv_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfinv_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfinv_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp2_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp2_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp2_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp2_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_expm1_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_expm1_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_expm1_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_expm1_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_floor_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_floor_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_floor_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_floor_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_fmod_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_fmod_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_fmod_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_fmod_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_hypot_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_hypot_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_hypot_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_hypot_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isinf_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isinf_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isinf_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isinf_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isnan_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isnan_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isnan_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isnan_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_lgamma_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_lgamma_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_lgamma_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_lgamma_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_abs_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_abs_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_abs_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_abs_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_cos_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_cos_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_cos_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_cos_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_exp_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_exp_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_exp_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_exp_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_log_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_log_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_log_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_log_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_sin_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_sin_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_sin_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_sin_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_sqrt_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_sqrt_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_sqrt_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_libdevice_sqrt_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log10_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log10_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log10_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log10_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log1p_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log1p_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log1p_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log1p_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log2_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log2_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log2_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log2_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_nextafter_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_nextafter_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_nextafter_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_nextafter_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_pow_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_pow_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_pow_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_pow_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_round_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_round_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_round_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_round_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_rsqrt_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_rsqrt_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_rsqrt_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_rsqrt_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sigmoid_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sigmoid_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sigmoid_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sigmoid_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sin_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sin_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sin_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sin_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sinh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sinh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sinh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sinh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sqrt_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sqrt_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sqrt_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sqrt_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tan_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tan_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tan_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tan_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tanh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tanh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tanh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tanh_load_upcast_to_fp32_True_float16_cuda, 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test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_decimals_0_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_decimals_0_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_decimals_3_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_decimals_3_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_decimals_neg_3_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_decimals_neg_3_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_rsqrt_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_rsqrt_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_rsqrt_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_rsqrt_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_rsqrt_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sigmoid_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sigmoid_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sigmoid_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sigmoid_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sigmoid_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sign_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sign_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sign_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sign_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sign_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_signbit_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_signbit_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_signbit_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_signbit_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_signbit_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sin_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sin_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sin_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sin_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sin_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sinh_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sinh_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sinh_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sinh_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sinh_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sqrt_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sqrt_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sqrt_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sqrt_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sqrt_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_square_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_square_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_square_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_square_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_square_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sub_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sub_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sub_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sub_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tan_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tan_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tan_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tan_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tan_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tanh_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tanh_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tanh_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tanh_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tanh_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_true_divide_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_true_divide_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_true_divide_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_true_divide_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_true_divide_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_trunc_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_trunc_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_trunc_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_trunc_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_where_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_where_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_where_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_where_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_where_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_support_cuda 2024-12-18T01:19:06.7299462Z 2024-12-18T01:19:08.5543920Z 2024-12-18T01:19:08.5544816Z dynamo/test_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_compile_1.1_dca7b45a834b474e_.log 2024-12-18T01:19:08.5548784Z Running 9 items in this shard: test/dynamo/test_compile.py::InPlaceCompilationTests::test_compilation, test/dynamo/test_compile.py::InPlaceCompilationTests::test_compilation_callback, test/dynamo/test_compile.py::InPlaceCompilationTests::test_compilation_callback_with_graph_break, test/dynamo/test_compile.py::InPlaceCompilationTests::test_compile_eager_options, test/dynamo/test_compile.py::InPlaceCompilationTests::test_jit_save, test/dynamo/test_compile.py::InPlaceCompilationTests::test_overwrite_call_impl, test/dynamo/test_compile.py::InPlaceCompilationTests::test_save, test/dynamo/test_compile.py::InPlaceCompilationTests::test_state_dict_save, test/dynamo/test_compile.py::PublicTorchCompilerTests::test_dynamo_signatures 2024-12-18T01:19:08.5552532Z 2024-12-18T01:19:10.8832940Z Running dynamo/test_cudagraphs 1/1 ... [2024-12-18 01:19:10.882671] 2024-12-18T01:19:10.8833503Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:19:10.8835483Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_cudagraphs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:19:10.883147] 2024-12-18T01:19:12.8003246Z Running inductor/test_multi_kernel 1/1 ... [2024-12-18 01:19:12.799725] 2024-12-18T01:19:12.8003974Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:19:12.8005334Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_multi_kernel.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:19:12.800118] 2024-12-18T01:19:15.3560392Z 2024-12-18T01:19:15.3561396Z dynamo/test_cudagraphs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_cudagraphs_1.1_cd9212e7bfea9cb8_.log 2024-12-18T01:19:15.3564549Z Running 8 items in this shard: test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_basic, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_dead_fill, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_dtoh, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_factory, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_htod, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_mutate_constant, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_mutate_input, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_mutated_metadata 2024-12-18T01:19:15.3567321Z 2024-12-18T01:19:17.4231746Z 2024-12-18T01:19:17.4233138Z inductor/test_multi_kernel 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_multi_kernel_1.1_dd37c3eea7fc2a57_.log 2024-12-18T01:19:17.4241423Z Running 17 items in this shard: test/inductor/test_multi_kernel.py::MultiKernelTest::test_batchnorm_training, test/inductor/test_multi_kernel.py::MultiKernelTest::test_inplace_update, test/inductor/test_multi_kernel.py::MultiKernelTest::test_layernorm, test/inductor/test_multi_kernel.py::MultiKernelTest::test_pass_same_arg_multi_times, test/inductor/test_multi_kernel.py::MultiKernelTest::test_reduction_scratch_buffer, test/inductor/test_multi_kernel.py::MultiKernelTest::test_reduction_scratch_buffer_cpp_wrapper, test/inductor/test_multi_kernel.py::MultiKernelTest::test_reduction_scratch_buffer_cpp_wrapper_non_persistent_reduction, test/inductor/test_multi_kernel.py::MultiKernelTest::test_reduction_scratch_buffer_cpp_wrapper_persistent_reduction, test/inductor/test_multi_kernel.py::MultiKernelTest::test_softmax, test/inductor/test_multi_kernel.py::MultiKernelTest::test_softmax_cpp_wrapper, test/inductor/test_multi_kernel.py::MultiKernelTest::test_softmax_force_non_persistent_reduction_force_kernel_0, test/inductor/test_multi_kernel.py::MultiKernelTest::test_softmax_force_non_persistent_reduction_force_kernel_1, test/inductor/test_multi_kernel.py::MultiKernelTest::test_softmax_warn_mixed_layout, test/inductor/test_multi_kernel.py::MultiKernelTest::test_sort_disables_multi_kernel, test/inductor/test_multi_kernel.py::MultiKernelTest::test_split_scan, test/inductor/test_multi_kernel.py::MultiKernelTest::test_transformer_snippet, test/inductor/test_multi_kernel.py::MultiKernelTest::test_transformer_snippet_with_fallback_random 2024-12-18T01:19:17.4249143Z 2024-12-18T01:19:19.6236894Z Running inductor/test_custom_lowering 1/1 ... [2024-12-18 01:19:19.623080] 2024-12-18T01:19:19.6237400Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:19:19.6238573Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_custom_lowering.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:19:19.623476] 2024-12-18T01:19:21.6169423Z Running inductor/test_fp8 1/1 ... [2024-12-18 01:19:21.616402] 2024-12-18T01:19:21.6169948Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:19:21.6171605Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_fp8.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:19:21.616800] 2024-12-18T01:19:26.2415561Z 2024-12-18T01:19:26.2416631Z inductor/test_fp8 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_fp8_1.1_496a6ff5bcb3316d_.log 2024-12-18T01:19:26.2503014Z Running 133 items in this shard: test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e4m3fn_shape_1,1,15, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e4m3fn_shape_1,10,15, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e4m3fn_shape_1,10,4096, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e4m3fn_shape_1,10,512, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e4m3fn_shape_4,2048,4096, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e5m2_shape_1,1,15, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e5m2_shape_1,10,15, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e5m2_shape_1,10,4096, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e5m2_shape_1,10,512, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e5m2_shape_4,2048,4096, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e4m3fn_shape_1,1,15, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e4m3fn_shape_1,10,15, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e4m3fn_shape_1,10,4096, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e4m3fn_shape_1,10,512, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e4m3fn_shape_4,2048,4096, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e5m2_shape_1,1,15, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e5m2_shape_1,10,15, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e5m2_shape_1,10,4096, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e5m2_shape_1,10,512, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e5m2_shape_4,2048,4096, test/inductor/test_fp8.py::TestFP8Types::test_bad_cast, test/inductor/test_fp8.py::TestFP8Types::test_eager_fallback_bfloat16, test/inductor/test_fp8.py::TestFP8Types::test_eager_fallback_float16, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_benchmark_float8_e4m3fn_shape_4,2048,4096_keepdim_False, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_benchmark_float8_e4m3fn_shape_4,2048,4096_keepdim_True, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_benchmark_float8_e5m2_shape_4,2048,4096_keepdim_False, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_benchmark_float8_e5m2_shape_4,2048,4096_keepdim_True, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_False_shape_1,1,15, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_False_shape_1,10,15, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_False_shape_1,10,4096, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_False_shape_1,10,512, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_False_shape_4,2048,4096, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_True_shape_1,1,15, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_True_shape_1,10,15, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_True_shape_1,10,4096, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_True_shape_1,10,512, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_True_shape_4,2048,4096, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_False_shape_1,1,15, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_False_shape_1,10,15, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_False_shape_1,10,4096, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_False_shape_1,10,512, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_False_shape_4,2048,4096, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_True_shape_1,1,15, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_True_shape_1,10,15, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_True_shape_1,10,4096, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_True_shape_1,10,512, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_True_shape_4,2048,4096, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_bfloat16_float8_e4m3fn_shape_16,16,16, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_bfloat16_float8_e4m3fn_shape_4,2048,4096, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_bfloat16_float8_e5m2_shape_16,16,16, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_bfloat16_float8_e5m2_shape_4,2048,4096, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float16_float8_e4m3fn_shape_16,16,16, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float16_float8_e4m3fn_shape_4,2048,4096, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float16_float8_e5m2_shape_16,16,16, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float16_float8_e5m2_shape_4,2048,4096, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float32_float8_e4m3fn_shape_16,16,16, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float32_float8_e4m3fn_shape_4,2048,4096, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float32_float8_e5m2_shape_16,16,16, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float32_float8_e5m2_shape_4,2048,4096, test/inductor/test_fp8.py::TestFP8Types::test_valid_cast_bfloat16_shape_15,3,13_dst_types0, test/inductor/test_fp8.py::TestFP8Types::test_valid_cast_bfloat16_shape_4,2048,4096_dst_types0, test/inductor/test_fp8.py::TestFP8Types::test_valid_cast_float16_shape_15,3,13_dst_types0, test/inductor/test_fp8.py::TestFP8Types::test_valid_cast_float16_shape_4,2048,4096_dst_types0, test/inductor/test_fp8.py::TestFP8Types::test_valid_cast_float32_shape_15,3,13_dst_types0, test/inductor/test_fp8.py::TestFP8Types::test_valid_cast_float32_shape_4,2048,4096_dst_types0, test/inductor/test_fp8.py::TestFP8Types::test_xblock_for_small_numel_float8_e4m3fn, test/inductor/test_fp8.py::TestFP8Types::test_xblock_for_small_numel_float8_e5m2, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1024_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1024_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1024_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1024_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_257_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_257_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_257_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_257_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_33_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_33_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_33_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_33_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_3_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_3_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_3_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_3_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_1024,1024,512_has_bias_False_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_1024,1024,512_has_bias_False_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_1024,1024,512_has_bias_True_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_1024,1024,512_has_bias_True_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_16,16,32_has_bias_False_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_16,16,32_has_bias_False_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_16,16,32_has_bias_True_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_16,16,32_has_bias_True_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1024_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1024_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1024_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1024_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_257_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_257_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_257_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_257_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_33_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_33_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_33_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_33_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_3_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_3_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_3_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_3_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_1024,1024,512_has_bias_False_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_1024,1024,512_has_bias_False_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_1024,1024,512_has_bias_True_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_1024,1024,512_has_bias_True_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_16,16,32_has_bias_False_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_16,16,32_has_bias_False_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_16,16,32_has_bias_True_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_16,16,32_has_bias_True_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_1024,1024,512_has_bias_False_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_1024,1024,512_has_bias_False_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_1024,1024,512_has_bias_True_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_1024,1024,512_has_bias_True_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_16,16,32_has_bias_False_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_16,16,32_has_bias_False_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_16,16,32_has_bias_True_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_16,16,32_has_bias_True_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_unacceptable_input_dims, test/inductor/test_fp8.py::TestFP8Lowering::test_unacceptable_scale_dims_rowwise_scaling 2024-12-18T01:19:26.2587677Z 2024-12-18T01:19:26.4604024Z 2024-12-18T01:19:26.4605073Z inductor/test_custom_lowering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_custom_lowering_1.1_d365773949bd5a02_.log 2024-12-18T01:19:26.4607722Z Running 4 items in this shard: test/inductor/test_custom_lowering.py::TestCustomLowering::test_jagged_to_padded_dense_sanity_cuda, test/inductor/test_custom_lowering.py::TestCustomLowering::test_jagged_to_padded_dense_zero_size, test/inductor/test_custom_lowering.py::TestCustomLowering::test_multi_inp_asm, test/inductor/test_custom_lowering.py::TestCustomLowering::test_tanh_approx 2024-12-18T01:19:26.4609427Z 2024-12-18T01:19:30.5042555Z Running inductor/test_group_batch_fusion 1/1 ... [2024-12-18 01:19:30.503717] 2024-12-18T01:19:30.5043444Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:19:30.5045041Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_group_batch_fusion.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:19:30.504142] 2024-12-18T01:19:30.7404300Z Running dynamo/test_config 1/1 ... [2024-12-18 01:19:30.739849] 2024-12-18T01:19:30.7404909Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:19:30.7406555Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_config.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:19:30.740225] 2024-12-18T01:19:35.2640332Z 2024-12-18T01:19:35.2641614Z dynamo/test_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_config_1.1_89aa653df2089386_.log 2024-12-18T01:19:35.2645479Z Running 5 items in this shard: test/dynamo/test_config.py::ConfigTests::test_automatic_dynamic, test/dynamo/test_config.py::ConfigTests::test_config_compile_ignored, test/dynamo/test_config.py::ConfigTests::test_config_hash, test/dynamo/test_config.py::ConfigTests::test_no_assume_static_by_default, test/dynamo/test_config.py::ConfigTests::test_no_automatic_dynamic 2024-12-18T01:19:35.2647656Z 2024-12-18T01:19:35.7805681Z 2024-12-18T01:19:35.7807017Z inductor/test_group_batch_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_group_batch_fusion_1.1_0953c6392728ed49_.log 2024-12-18T01:19:35.7813198Z Running 12 items in this shard: test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_batch_layer_norm_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_batch_linear_lhs_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_batch_linear_pre_grad_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_gate_fusion_post_grad, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_group_linear_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_group_linear_fusion_different_shapes, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_math_op_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_pointwise_op_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_pointwise_op_fusion_post_grad, test/inductor/test_group_batch_fusion.py::TestPostGradBatchLinearFusion::test_batch_linear_post_grad_fusion, test/inductor/test_group_batch_fusion.py::TestFindIndependentSubsetGreedy::test_find_independent_subset_greedy, test/inductor/test_group_batch_fusion.py::TestFindIndependentSubsetGreedy::test_find_independent_subset_greedy_fuse 2024-12-18T01:19:35.7819147Z 2024-12-18T01:19:39.4531749Z Running dynamo/test_functions 1/1 ... [2024-12-18 01:19:39.452490] 2024-12-18T01:19:39.4532890Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:19:39.4535482Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_functions.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:19:39.452869] 2024-12-18T01:19:40.1000876Z Running dynamo/test_graph_region_tracker 1/1 ... [2024-12-18 01:19:40.099412] 2024-12-18T01:19:40.1002080Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:19:40.1004611Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_graph_region_tracker.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:19:40.099849] 2024-12-18T01:19:44.5757883Z 2024-12-18T01:19:44.5760572Z dynamo/test_graph_region_tracker 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_graph_region_tracker_1.1_1ec6e9adcbe861c4_.log 2024-12-18T01:19:44.5764570Z Running 7 items in this shard: test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_get_regions_multiple_region_groups, test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_get_regions_single_region_group, test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_mismatched_arg_shapes, test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_mismatched_dtypes, test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_mismatched_global_state, test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_nested_args, test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_no_single_node_regions 2024-12-18T01:19:44.5767885Z 2024-12-18T01:19:45.0292500Z 2024-12-18T01:19:45.0293935Z dynamo/test_functions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_functions_1.1_5ecc6233ed7f4198_.log 2024-12-18T01:19:45.0455386Z Running 414 items in this shard: test/dynamo/test_functions.py::FunctionTests::test_T, test/dynamo/test_functions.py::FunctionTests::test_add, test/dynamo/test_functions.py::FunctionTests::test_add_, test/dynamo/test_functions.py::FunctionTests::test_addcdiv, test/dynamo/test_functions.py::FunctionTests::test_addcdiv_, test/dynamo/test_functions.py::FunctionTests::test_addcmul_, test/dynamo/test_functions.py::FunctionTests::test_are_functorch_transforms_active, test/dynamo/test_functions.py::FunctionTests::test_attrgetter, test/dynamo/test_functions.py::FunctionTests::test_broadcast_foreach_pow, test/dynamo/test_functions.py::FunctionTests::test_build_list_unpack, test/dynamo/test_functions.py::FunctionTests::test_call_dict1, test/dynamo/test_functions.py::FunctionTests::test_call_dict2, test/dynamo/test_functions.py::FunctionTests::test_call_dict3, test/dynamo/test_functions.py::FunctionTests::test_call_dict4, test/dynamo/test_functions.py::FunctionTests::test_call_dict5, test/dynamo/test_functions.py::FunctionTests::test_callable_builtin, test/dynamo/test_functions.py::FunctionTests::test_callable_class, test/dynamo/test_functions.py::FunctionTests::test_callable_lambda, test/dynamo/test_functions.py::FunctionTests::test_callable_list, test/dynamo/test_functions.py::FunctionTests::test_callable_torch, test/dynamo/test_functions.py::FunctionTests::test_chunks1, test/dynamo/test_functions.py::FunctionTests::test_class_dict, test/dynamo/test_functions.py::FunctionTests::test_cls_eq, test/dynamo/test_functions.py::FunctionTests::test_cls_hasattr, test/dynamo/test_functions.py::FunctionTests::test_cls_is, test/dynamo/test_functions.py::FunctionTests::test_compare_constant_and_tensor, test/dynamo/test_functions.py::FunctionTests::test_complex_closure, test/dynamo/test_functions.py::FunctionTests::test_const_tuple_add1, test/dynamo/test_functions.py::FunctionTests::test_const_tuple_add2, test/dynamo/test_functions.py::FunctionTests::test_constant1, test/dynamo/test_functions.py::FunctionTests::test_constant2, test/dynamo/test_functions.py::FunctionTests::test_constant3, test/dynamo/test_functions.py::FunctionTests::test_constant4, test/dynamo/test_functions.py::FunctionTests::test_constant_set, test/dynamo/test_functions.py::FunctionTests::test_context_wrapping_nested_functions_no_closure, test/dynamo/test_functions.py::FunctionTests::test_cublas_allow_tf32, test/dynamo/test_functions.py::FunctionTests::test_custom_dict_kwargs, test/dynamo/test_functions.py::FunctionTests::test_default_dict_closure, test/dynamo/test_functions.py::FunctionTests::test_default_dict_constr, test/dynamo/test_functions.py::FunctionTests::test_default_dict_dict, test/dynamo/test_functions.py::FunctionTests::test_default_dict_lambda, test/dynamo/test_functions.py::FunctionTests::test_default_dict_list, test/dynamo/test_functions.py::FunctionTests::test_default_dict_set, test/dynamo/test_functions.py::FunctionTests::test_default_dict_tuple, test/dynamo/test_functions.py::FunctionTests::test_defaultdict_setdefault1, test/dynamo/test_functions.py::FunctionTests::test_defaultdict_setdefault2, test/dynamo/test_functions.py::FunctionTests::test_defaultdict_setdefault3, test/dynamo/test_functions.py::FunctionTests::test_del, test/dynamo/test_functions.py::FunctionTests::test_deque, test/dynamo/test_functions.py::FunctionTests::test_device, test/dynamo/test_functions.py::FunctionTests::test_device_constant, test/dynamo/test_functions.py::FunctionTests::test_dict_copy, test/dynamo/test_functions.py::FunctionTests::test_dict_fromkeys, test/dynamo/test_functions.py::FunctionTests::test_dict_hasattr, test/dynamo/test_functions.py::FunctionTests::test_dict_id_guard, test/dynamo/test_functions.py::FunctionTests::test_dict_items_sorted, test/dynamo/test_functions.py::FunctionTests::test_dict_keys, test/dynamo/test_functions.py::FunctionTests::test_dict_kwargs, test/dynamo/test_functions.py::FunctionTests::test_dict_mutable_map, test/dynamo/test_functions.py::FunctionTests::test_dict_ops, test/dynamo/test_functions.py::FunctionTests::test_dict_param_keys, test/dynamo/test_functions.py::FunctionTests::test_dict_setdefault1, test/dynamo/test_functions.py::FunctionTests::test_dict_setdefault2, test/dynamo/test_functions.py::FunctionTests::test_dict_setdefault3, test/dynamo/test_functions.py::FunctionTests::test_dict_sorted, test/dynamo/test_functions.py::FunctionTests::test_dict_tuple_lazy_guard, test/dynamo/test_functions.py::FunctionTests::test_dict_update, test/dynamo/test_functions.py::FunctionTests::test_dict_update_kwargs, test/dynamo/test_functions.py::FunctionTests::test_dict_values, test/dynamo/test_functions.py::FunctionTests::test_distributed_is_available, test/dynamo/test_functions.py::FunctionTests::test_distributed_is_initialized, test/dynamo/test_functions.py::FunctionTests::test_dtype, test/dynamo/test_functions.py::FunctionTests::test_dtype_compare, test/dynamo/test_functions.py::FunctionTests::test_elipsis, test/dynamo/test_functions.py::FunctionTests::test_enumerate, test/dynamo/test_functions.py::FunctionTests::test_enumerate_custom, test/dynamo/test_functions.py::FunctionTests::test_enumerate_reconstruct, test/dynamo/test_functions.py::FunctionTests::test_filter, test/dynamo/test_functions.py::FunctionTests::test_filter_fallback, test/dynamo/test_functions.py::FunctionTests::test_filter_graph_break_reconstruct, test/dynamo/test_functions.py::FunctionTests::test_filter_infinite_iterator, test/dynamo/test_functions.py::FunctionTests::test_filter_reconstruct, test/dynamo/test_functions.py::FunctionTests::test_filter_with_graph_break, test/dynamo/test_functions.py::FunctionTests::test_finfo, test/dynamo/test_functions.py::FunctionTests::test_flat_param_same_storage_size, test/dynamo/test_functions.py::FunctionTests::test_float, test/dynamo/test_functions.py::FunctionTests::test_fn_with_self_set, test/dynamo/test_functions.py::FunctionTests::test_foreach_lerp_, test/dynamo/test_functions.py::FunctionTests::test_fstrings1, test/dynamo/test_functions.py::FunctionTests::test_fstrings2, test/dynamo/test_functions.py::FunctionTests::test_fstrings3, test/dynamo/test_functions.py::FunctionTests::test_fstrings4, test/dynamo/test_functions.py::FunctionTests::test_fstrings5, test/dynamo/test_functions.py::FunctionTests::test_fstrings6, test/dynamo/test_functions.py::FunctionTests::test_funcdef_closure, test/dynamo/test_functions.py::FunctionTests::test_functools_partial, test/dynamo/test_functions.py::FunctionTests::test_generic_namedtuple_hasattr, test/dynamo/test_functions.py::FunctionTests::test_generic_namedtuple_subclass, test/dynamo/test_functions.py::FunctionTests::test_generic_namedtuple_user_methods, test/dynamo/test_functions.py::FunctionTests::test_get_autocast_gpu_dtype, test/dynamo/test_functions.py::FunctionTests::test_get_calculate_correct_fan, test/dynamo/test_functions.py::FunctionTests::test_get_default_dtype, test/dynamo/test_functions.py::FunctionTests::test_get_device_properties_tensor_device, test/dynamo/test_functions.py::FunctionTests::test_get_privateuse1_name, test/dynamo/test_functions.py::FunctionTests::test_globalfn, test/dynamo/test_functions.py::FunctionTests::test_globalmodule, test/dynamo/test_functions.py::FunctionTests::test_globalvar, test/dynamo/test_functions.py::FunctionTests::test_import1, test/dynamo/test_functions.py::FunctionTests::test_in_not_in, test/dynamo/test_functions.py::FunctionTests::test_index, test/dynamo/test_functions.py::FunctionTests::test_indexed_range, test/dynamo/test_functions.py::FunctionTests::test_indirect1, test/dynamo/test_functions.py::FunctionTests::test_indirect2, test/dynamo/test_functions.py::FunctionTests::test_indirect3, test/dynamo/test_functions.py::FunctionTests::test_inline_jit__unwrap_optional, test/dynamo/test_functions.py::FunctionTests::test_inline_jit_annotations, test/dynamo/test_functions.py::FunctionTests::test_inline_lru_cache_fn_with_default_args, test/dynamo/test_functions.py::FunctionTests::test_inline_script_if_tracing_fn_with_default_args, test/dynamo/test_functions.py::FunctionTests::test_inline_softmax, test/dynamo/test_functions.py::FunctionTests::test_inline_with_default, test/dynamo/test_functions.py::FunctionTests::test_inner_function, test/dynamo/test_functions.py::FunctionTests::test_is_any_autocast_enabled, test/dynamo/test_functions.py::FunctionTests::test_is_checkpoint_valid, test/dynamo/test_functions.py::FunctionTests::test_is_complex, test/dynamo/test_functions.py::FunctionTests::test_is_contiguous_frame_counts, test/dynamo/test_functions.py::FunctionTests::test_is_contiguous_memory_format, test/dynamo/test_functions.py::FunctionTests::test_is_floating_point, test/dynamo/test_functions.py::FunctionTests::test_is_fx_tracing, test/dynamo/test_functions.py::FunctionTests::test_is_in_onnx_export, test/dynamo/test_functions.py::FunctionTests::test_is_inference_recompilation, test/dynamo/test_functions.py::FunctionTests::test_is_integer, test/dynamo/test_functions.py::FunctionTests::test_is_not_null, test/dynamo/test_functions.py::FunctionTests::test_is_quantized, test/dynamo/test_functions.py::FunctionTests::test_is_sparse, test/dynamo/test_functions.py::FunctionTests::test_islice_chain, test/dynamo/test_functions.py::FunctionTests::test_itemgetter, test/dynamo/test_functions.py::FunctionTests::test_itertools_chain, test/dynamo/test_functions.py::FunctionTests::test_itertools_chain_from_iterable, test/dynamo/test_functions.py::FunctionTests::test_itertools_combinations, test/dynamo/test_functions.py::FunctionTests::test_itertools_compress, test/dynamo/test_functions.py::FunctionTests::test_itertools_compress_tensors, test/dynamo/test_functions.py::FunctionTests::test_itertools_pairwise, test/dynamo/test_functions.py::FunctionTests::test_itertools_product, test/dynamo/test_functions.py::FunctionTests::test_itertools_reconstruct, test/dynamo/test_functions.py::FunctionTests::test_jit_annotate, test/dynamo/test_functions.py::FunctionTests::test_len_constant_dict, test/dynamo/test_functions.py::FunctionTests::test_len_constant_list, test/dynamo/test_functions.py::FunctionTests::test_len_constant_misc_iterables, test/dynamo/test_functions.py::FunctionTests::test_len_tensor, test/dynamo/test_functions.py::FunctionTests::test_list_add, test/dynamo/test_functions.py::FunctionTests::test_list_add_then_mutate, test/dynamo/test_functions.py::FunctionTests::test_list_clear, test/dynamo/test_functions.py::FunctionTests::test_list_compare_polyfill, test/dynamo/test_functions.py::FunctionTests::test_list_convert, test/dynamo/test_functions.py::FunctionTests::test_list_expand_lhs, test/dynamo/test_functions.py::FunctionTests::test_list_index_with_constant_tensor, test/dynamo/test_functions.py::FunctionTests::test_list_reversed, test/dynamo/test_functions.py::FunctionTests::test_list_slice, test/dynamo/test_functions.py::FunctionTests::test_list_slice_assignment, test/dynamo/test_functions.py::FunctionTests::test_list_sorted1, test/dynamo/test_functions.py::FunctionTests::test_list_sorted2, test/dynamo/test_functions.py::FunctionTests::test_list_truth, test/dynamo/test_functions.py::FunctionTests::test_listarg1, test/dynamo/test_functions.py::FunctionTests::test_listarg2, test/dynamo/test_functions.py::FunctionTests::test_listarg3, test/dynamo/test_functions.py::FunctionTests::test_listarg4, test/dynamo/test_functions.py::FunctionTests::test_listarg5, test/dynamo/test_functions.py::FunctionTests::test_load_global_bool, test/dynamo/test_functions.py::FunctionTests::test_mT, test/dynamo/test_functions.py::FunctionTests::test_manual_seed, test/dynamo/test_functions.py::FunctionTests::test_map_call_function_ex, test/dynamo/test_functions.py::FunctionTests::test_map_deque_extendleft, test/dynamo/test_functions.py::FunctionTests::test_map_dict_fromkeys, test/dynamo/test_functions.py::FunctionTests::test_map_enumerate, test/dynamo/test_functions.py::FunctionTests::test_map_infinite, test/dynamo/test_functions.py::FunctionTests::test_map_iter, test/dynamo/test_functions.py::FunctionTests::test_map_list, test/dynamo/test_functions.py::FunctionTests::test_map_list_extend, test/dynamo/test_functions.py::FunctionTests::test_map_list_slice_assign, test/dynamo/test_functions.py::FunctionTests::test_map_max, test/dynamo/test_functions.py::FunctionTests::test_map_max_const, test/dynamo/test_functions.py::FunctionTests::test_map_partial_unpack, test/dynamo/test_functions.py::FunctionTests::test_map_reconstruct, test/dynamo/test_functions.py::FunctionTests::test_map_reduce, test/dynamo/test_functions.py::FunctionTests::test_map_return, test/dynamo/test_functions.py::FunctionTests::test_map_set, test/dynamo/test_functions.py::FunctionTests::test_map_sorted, test/dynamo/test_functions.py::FunctionTests::test_map_str_join, test/dynamo/test_functions.py::FunctionTests::test_map_sum, test/dynamo/test_functions.py::FunctionTests::test_map_tuple, test/dynamo/test_functions.py::FunctionTests::test_map_unpack_twice, test/dynamo/test_functions.py::FunctionTests::test_map_unpack_vars, test/dynamo/test_functions.py::FunctionTests::test_map_with_graph_break, test/dynamo/test_functions.py::FunctionTests::test_map_zip_dict, test/dynamo/test_functions.py::FunctionTests::test_math_radians, test/dynamo/test_functions.py::FunctionTests::test_mean_sum_np, test/dynamo/test_functions.py::FunctionTests::test_methodcall1, test/dynamo/test_functions.py::FunctionTests::test_methodcall2, test/dynamo/test_functions.py::FunctionTests::test_methodcall3, test/dynamo/test_functions.py::FunctionTests::test_methodcaller, test/dynamo/test_functions.py::FunctionTests::test_min_max, test/dynamo/test_functions.py::FunctionTests::test_module_constant, test/dynamo/test_functions.py::FunctionTests::test_namedtuple, test/dynamo/test_functions.py::FunctionTests::test_namedtuple_defaults, test/dynamo/test_functions.py::FunctionTests::test_namedtuple_hasattr, test/dynamo/test_functions.py::FunctionTests::test_namedtuple_subclass, test/dynamo/test_functions.py::FunctionTests::test_namedtuple_user_methods, test/dynamo/test_functions.py::FunctionTests::test_ndarray_builtin_functions, test/dynamo/test_functions.py::FunctionTests::test_ndarray_method, test/dynamo/test_functions.py::FunctionTests::test_ndarray_methods_returning_scalar, test/dynamo/test_functions.py::FunctionTests::test_ndarray_reshape, test/dynamo/test_functions.py::FunctionTests::test_ndarray_transpose, test/dynamo/test_functions.py::FunctionTests::test_ndim, test/dynamo/test_functions.py::FunctionTests::test_no_recompile_inner_function, test/dynamo/test_functions.py::FunctionTests::test_no_recompile_inner_lambda, test/dynamo/test_functions.py::FunctionTests::test_non_inlined_closure, test/dynamo/test_functions.py::FunctionTests::test_not_list, test/dynamo/test_functions.py::FunctionTests::test_np_constant_collections_as_input_int_or_float_float, test/dynamo/test_functions.py::FunctionTests::test_np_constant_collections_as_input_int_or_float_int, test/dynamo/test_functions.py::FunctionTests::test_np_constant_collections_guards_float, 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test/dynamo/test_functions.py::FunctionTests::test_partials_hasattr_set_attr, test/dynamo/test_functions.py::FunctionTests::test_partials_lambda, test/dynamo/test_functions.py::FunctionTests::test_partials_recompilation, test/dynamo/test_functions.py::FunctionTests::test_partials_torch_op_arg, test/dynamo/test_functions.py::FunctionTests::test_partials_torch_op_kwarg, test/dynamo/test_functions.py::FunctionTests::test_partials_udf_arg, test/dynamo/test_functions.py::FunctionTests::test_partials_udf_kwarg, test/dynamo/test_functions.py::FunctionTests::test_partials_udf_kwarg_method, test/dynamo/test_functions.py::FunctionTests::test_partials_udf_kwarg_module, test/dynamo/test_functions.py::FunctionTests::test_pop, test/dynamo/test_functions.py::FunctionTests::test_pos, test/dynamo/test_functions.py::FunctionTests::test_pow_int, test/dynamo/test_functions.py::FunctionTests::test_promote_types, test/dynamo/test_functions.py::FunctionTests::test_rand_inlined, test/dynamo/test_functions.py::FunctionTests::test_rand_tensor_partial, test/dynamo/test_functions.py::FunctionTests::test_range1, test/dynamo/test_functions.py::FunctionTests::test_range2, test/dynamo/test_functions.py::FunctionTests::test_range_length, test/dynamo/test_functions.py::FunctionTests::test_range_with_index, test/dynamo/test_functions.py::FunctionTests::test_range_with_slice_index, test/dynamo/test_functions.py::FunctionTests::test_reduce, test/dynamo/test_functions.py::FunctionTests::test_reduce_with_initial, test/dynamo/test_functions.py::FunctionTests::test_reduce_with_none_initial, test/dynamo/test_functions.py::FunctionTests::test_reduce_with_single, test/dynamo/test_functions.py::FunctionTests::test_reduce_with_single_with_initial, test/dynamo/test_functions.py::FunctionTests::test_return_dict, test/dynamo/test_functions.py::FunctionTests::test_return_dict2, test/dynamo/test_functions.py::FunctionTests::test_return_multiple_numpy_ndarray, test/dynamo/test_functions.py::FunctionTests::test_return_numpy_ndarray, test/dynamo/test_functions.py::FunctionTests::test_return_tuple1, test/dynamo/test_functions.py::FunctionTests::test_return_tuple2, test/dynamo/test_functions.py::FunctionTests::test_returning_recursive_func, test/dynamo/test_functions.py::FunctionTests::test_set_add, test/dynamo/test_functions.py::FunctionTests::test_set_contains, test/dynamo/test_functions.py::FunctionTests::test_set_difference, test/dynamo/test_functions.py::FunctionTests::test_set_intersection, test/dynamo/test_functions.py::FunctionTests::test_set_isdisjoint, test/dynamo/test_functions.py::FunctionTests::test_set_keys_view, test/dynamo/test_functions.py::FunctionTests::test_set_union, test/dynamo/test_functions.py::FunctionTests::test_set_update_bytecode, test/dynamo/test_functions.py::FunctionTests::test_set_update_list_with_duplicated_items, test/dynamo/test_functions.py::FunctionTests::test_shape1, test/dynamo/test_functions.py::FunctionTests::test_shape2, test/dynamo/test_functions.py::FunctionTests::test_slice1, test/dynamo/test_functions.py::FunctionTests::test_slice2, test/dynamo/test_functions.py::FunctionTests::test_slice3, test/dynamo/test_functions.py::FunctionTests::test_slice4, test/dynamo/test_functions.py::FunctionTests::test_slice5, test/dynamo/test_functions.py::FunctionTests::test_slice6, test/dynamo/test_functions.py::FunctionTests::test_sliced_range, test/dynamo/test_functions.py::FunctionTests::test_sorted_const_key_non_const_items, test/dynamo/test_functions.py::FunctionTests::test_startswith, test/dynamo/test_functions.py::FunctionTests::test_sum, test/dynamo/test_functions.py::FunctionTests::test_sum_shortcut, test/dynamo/test_functions.py::FunctionTests::test_sum_shortcut_with_start_arg, test/dynamo/test_functions.py::FunctionTests::test_sum_shortcut_with_start_kwarg, test/dynamo/test_functions.py::FunctionTests::test_sum_with_start_arg, test/dynamo/test_functions.py::FunctionTests::test_sum_with_start_kwarg, test/dynamo/test_functions.py::FunctionTests::test_symbool_to_int, test/dynamo/test_functions.py::FunctionTests::test_tensor_dim, test/dynamo/test_functions.py::FunctionTests::test_tensor_element_size, test/dynamo/test_functions.py::FunctionTests::test_tensor_is_complex, test/dynamo/test_functions.py::FunctionTests::test_tensor_is_inference, test/dynamo/test_functions.py::FunctionTests::test_tensor_len, test/dynamo/test_functions.py::FunctionTests::test_tensor_new_with_shape, test/dynamo/test_functions.py::FunctionTests::test_tensor_new_with_size, test/dynamo/test_functions.py::FunctionTests::test_tensor_size, test/dynamo/test_functions.py::FunctionTests::test_tensor_size_indexed_by_symint, test/dynamo/test_functions.py::FunctionTests::test_tensor_type, test/dynamo/test_functions.py::FunctionTests::test_tensor_type2, test/dynamo/test_functions.py::FunctionTests::test_tensor_type3, test/dynamo/test_functions.py::FunctionTests::test_tensor_type4, test/dynamo/test_functions.py::FunctionTests::test_tensor_type5, test/dynamo/test_functions.py::FunctionTests::test_to, test/dynamo/test_functions.py::FunctionTests::test_torch_distributions_functions, test/dynamo/test_functions.py::FunctionTests::test_torch_from_numpy, test/dynamo/test_functions.py::FunctionTests::test_torch_size_as_dict_key, test/dynamo/test_functions.py::FunctionTests::test_torch_size_hasattr, test/dynamo/test_functions.py::FunctionTests::test_transpose_for_scores, test/dynamo/test_functions.py::FunctionTests::test_truth, test/dynamo/test_functions.py::FunctionTests::test_tuple1, test/dynamo/test_functions.py::FunctionTests::test_tuple2, test/dynamo/test_functions.py::FunctionTests::test_tuple_contains, test/dynamo/test_functions.py::FunctionTests::test_tuple_iadd, test/dynamo/test_functions.py::FunctionTests::test_tuple_sorted, test/dynamo/test_functions.py::FunctionTests::test_unary_fold_op, test/dynamo/test_functions.py::FunctionTests::test_unary_fold_op_seq, test/dynamo/test_functions.py::FunctionTests::test_unpack1, test/dynamo/test_functions.py::FunctionTests::test_unpack2, test/dynamo/test_functions.py::FunctionTests::test_unpack3, test/dynamo/test_functions.py::FunctionTests::test_unpack_ex1, test/dynamo/test_functions.py::FunctionTests::test_unpack_ex2, test/dynamo/test_functions.py::FunctionTests::test_unpack_ex3, test/dynamo/test_functions.py::FunctionTests::test_unpack_mutable_map, test/dynamo/test_functions.py::FunctionTests::test_viamethod, test/dynamo/test_functions.py::FunctionTests::test_viatorch, test/dynamo/test_functions.py::FunctionTests::test_zip_longest, test/dynamo/test_functions.py::FunctionTests::test_zip_reconstruct, test/dynamo/test_functions.py::DefaultsTests::test_cast_tensor_single_elem, test/dynamo/test_functions.py::DefaultsTests::test_cuda_current_device, test/dynamo/test_functions.py::DefaultsTests::test_dataclass_factory, test/dynamo/test_functions.py::DefaultsTests::test_dataclass_nested, test/dynamo/test_functions.py::DefaultsTests::test_fn_with_attr, test/dynamo/test_functions.py::DefaultsTests::test_frozenset_construction, test/dynamo/test_functions.py::DefaultsTests::test_frozenset_illegal_call_method, test/dynamo/test_functions.py::DefaultsTests::test_frozenset_reconstruction, test/dynamo/test_functions.py::DefaultsTests::test_func_default_tensor_args, test/dynamo/test_functions.py::DefaultsTests::test_func_default_torch_args, test/dynamo/test_functions.py::DefaultsTests::test_in_set_inplace, test/dynamo/test_functions.py::DefaultsTests::test_in_set_would_fail_broadcast, test/dynamo/test_functions.py::DefaultsTests::test_is_init_in_compile_mutated_tensor_tensor, test/dynamo/test_functions.py::DefaultsTests::test_is_init_in_compile_vmapped_mutated_tensor_tensor, test/dynamo/test_functions.py::DefaultsTests::test_is_init_in_compile_vmapped_mutated_tensor_tensor_multi_arg, test/dynamo/test_functions.py::DefaultsTests::test_is_mutated_tensor_tensor, test/dynamo/test_functions.py::DefaultsTests::test_is_mutated_tensor_tensor_across_graph_break, test/dynamo/test_functions.py::DefaultsTests::test_is_not_tensor_tensor, test/dynamo/test_functions.py::DefaultsTests::test_is_tensor_tensor, test/dynamo/test_functions.py::DefaultsTests::test_is_vmapped_mutated_tensor_tensor, test/dynamo/test_functions.py::DefaultsTests::test_listlike_of_tensors_contains_constant, test/dynamo/test_functions.py::DefaultsTests::test_meth_default_tensor_args, test/dynamo/test_functions.py::DefaultsTests::test_pybind_object, test/dynamo/test_functions.py::DefaultsTests::test_reconstructed_name, test/dynamo/test_functions.py::DefaultsTests::test_set_construction, test/dynamo/test_functions.py::DefaultsTests::test_str_handler_for_user_defined_object, test/dynamo/test_functions.py::DefaultsTests::test_tree_map, test/dynamo/test_functions.py::DefaultsTests::test_zip_strict 2024-12-18T01:19:45.0611434Z 2024-12-18T01:19:48.8086079Z Running dynamo/test_view 1/1 ... [2024-12-18 01:19:48.808133] 2024-12-18T01:19:48.8086564Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:19:48.8089855Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_view.py', '-m', 'not serial', '--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 01:19:48.808570] 2024-12-18T01:19:49.3198696Z Running test_ops_gradients 1/2 ... [2024-12-18 01:19:49.319310] 2024-12-18T01:19:49.3199262Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:19:49.3201270Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_gradients.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:19:49.319730] 2024-12-18T01:19:53.2825681Z 2024-12-18T01:19:53.2826928Z dynamo/test_view 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_view_1.1_daa2c32649c25843_.log 2024-12-18T01:19:53.2828739Z Running 2 items in this shard: test/dynamo/test_view.py::ViewTests::test_view_to_1d, test/dynamo/test_view.py::ViewTests::test_view_to_2d 2024-12-18T01:19:53.2829692Z 2024-12-18T01:19:56.1057088Z 2024-12-18T01:19:56.1058449Z inductor/test_torchinductor_dynamic_shapes 1/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_1.2_dddf6fbe5a8fa318_.log 2024-12-18T01:19:56.1457994Z Running 724 items in this shard: test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_AllenaiLongformerBase_repro_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test__unsafe_masked_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool1d_argmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool2d_low_prec_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool_with_output_size_0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_max_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_max_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_const_float_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_const_int_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_alexnet_prefix_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_aliased_buffer_reuse_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_angle_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_any_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_aoti_eager_cache_hit_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_aoti_eager_dtype_device_layout_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_aoti_eager_with_persistent_cache_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_arange2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_arange5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_arange6_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_argmin2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_argmin_with_duplicates_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_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_argmax_to_float_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d_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_backward2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool3d_backward3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool3d_backward4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_batch_norm_2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bernoulli1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bitwise2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bitwise_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bmm2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_buffer_copied_in_graph_with_different_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_buffer_use_after_remove_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_builtins_round_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_builtins_round_float_ndigits_zero_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_builtins_round_int_ndigits_pos_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_builtins_round_int_ndigits_zero_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_empty_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_inplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_negative_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_of_loops_and_extern_kernel_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_unbacked_2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_upcasting_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_chunk_recompiles_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_clone_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_compar_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_complex_memory_overlap_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_config_option_dont_assume_alignment_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_consecutive_split_cumprod_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_consecutive_split_cumsum_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_constant_pad_1d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_constant_pad_fill_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_constant_pad_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv2d_backward_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv3d_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv3d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv_bn_fuse_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv_with_as_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_convolution5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cudnn_rnn_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_op_1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_op_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_op_3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_scan_op_compiled_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_scan_op_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_scan_would_split_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_data_type_propogation_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dense_mask_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_device_assert_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_diagonal_copy_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dist_bf16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dist_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_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_div4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div7_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div9_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_dropout_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_bfloat16_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_bfloat16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_bfloat16_int8_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_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_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_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_uint8_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_uint8_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_dtypeview_uint8_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_embedding_bag_byte_unpack_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_embedding_bag_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_embedding_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_empty_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_erfinv_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_exp_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_basic_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_fill2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_float32_to_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_float_index_expression_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_float_index_expression_type_promotion_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_floordiv_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fmin_fmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fmod_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fractional_max_pool2d1_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_like_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_full_truncation_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_functionalize_rng_wrappers_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fusing_write_into_disjoint_read_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_gather1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_gather2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_gelu_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_hardsigmoid_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_hardswish_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_horizonal_fusion2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_device_assert_masked_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_flip_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_nested_indirect_indexing_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put_deterministic_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_select_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_inplace_activations_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_inplace_resize_as_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_input_mutation2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_input_mutation4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_int_input_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_invalid_operand_issue1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_issue102546_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_large_grid_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_large_offset_pointwise_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_layer_norm_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_leaky_relu_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_lerp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_lgamma_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_like_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_like_rands_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_linear_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_linspace1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_linspace2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_log1p_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_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_low_memory_max_pool_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_masked_fill_promotion_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_masked_scatter_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_min_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d3_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_max_pool2d_with_indices_backward2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward6_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_min_max_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_misaligned_address_issue1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mixed_mm2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mixed_mm3_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_mul_softmax_symfloat_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multi_gpu_device_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multi_threading_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multilayer_var_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multilayer_var_lowp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mutable_custom_op_fixed_layout_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_neg_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_nll_loss_forward_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pattern_matcher_multi_user_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_permute2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_philox_rand_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_bessel_j0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_bessel_j1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_bessel_y0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_chebyshev_polynomial_v_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_erfc_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_erfcx_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_erfinv_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_gammainc_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_hermite_polynomial_h_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_hermite_polynomial_he_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_laguerre_polynomial_l_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_log1p_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_logit_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_modified_bessel_i0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_modified_bessel_i1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_modified_bessel_k1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_multigammaln_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_ndtri_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_polygamma_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_round_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_scaled_modified_bessel_k1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_shifted_chebyshev_polynomial_u_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_shifted_chebyshev_polynomial_w_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_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_pointwise_zeta_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_polar_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pow3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pow_int_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pow_symfloat_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_profiler_mark_wrapper_call_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_rand_like_deterministic_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_randn_like_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_randn_with_dtype_and_device_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reduction1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reduction2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reduction4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reinterpret_dtypeview_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remainder_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remove_no_ops_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remove_noop_clone_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remove_noop_copy_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_interleave_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_interleave_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_require_stride_expanded_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_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_round_correctness_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_round_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scalar_input_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scalar_output_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scaled_dot_product_attention_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_scatter5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_add1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_add2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_reduce1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_reduce2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_reduce3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sdpa_unaligned_mask_freezing_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sgn_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sgn_extremal_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_shape_prop_torch_ones_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_should_pad_bench_for_bmm_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_sin_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_single_elem_indirect_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice4_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_scatter3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_scatter5_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_sort_bool_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sort_stable_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_cumsum_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_cumsum_low_prec_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_failed_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_with_integer_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_with_unbacked_symints_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sqrt_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_squeeze1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_squeeze2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_squeeze_varargs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_stack_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_std_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_stride_preservation_with_stride_modifying_fx_pass_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_strided_inputs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum_keepdims_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_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_issue1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tmp_not_defined_issue3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_to_device_constant_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_topk_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_transpose_add_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_transposed_propagates_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_uint_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_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_unspec_inputs_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unsqueeze_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_upsample_cat_conv_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_upsample_nearest2d_backward_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_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_vectorized_ops_masked_var_novec_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_vertical_fusion1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_view_on_aliased_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_view_uint8_through_differing_bitwidths_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_views2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_views5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_views7_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_where_broadcast_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_xblock_divides_xnumel_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_zero_dim_reductions_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_pool1d_argmax_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_adaptive_avg_pool2d2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex5_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_const_float_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_const_int_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_angle_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_aoti_eager_support_out_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_arange3_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_arange5_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_argmax_min_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool2d6_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool2d7_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool2d_backward4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool3d_backward2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool3d_backward4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool3d_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bfloat16_to_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_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_bool_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_both_scalars_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_add_autotune_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_buffer_copied_in_graph_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_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_extern_kernel_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_negative_dim_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_2d_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_cat_unbacked_legacy_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cauchy_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_concat_add_inplace_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_1d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_3d_dynamic_shapes_cuda, 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test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d_with_indices_backward4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d_with_indices_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_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_mul_softmax_symfloat_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multi_device_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multi_gpu_recompile_on_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multi_threading_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multilayer_any_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multilayer_sum_low_prec_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multilayer_var_lowp_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mutable_custom_op_fixed_layout_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mutations_loop_fusion_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_nan_to_num_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_neg_max_uint8_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_new_empty_strided_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pad_cast_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_airy_ai_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_bessel_y0_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_chebyshev_polynomial_u_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_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_gammainc_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_hermite_polynomial_he_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_i0_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_i1e_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_legendre_polynomial_p_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_logit_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_modified_bessel_k1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_ndtr_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_ndtri_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_polygamma_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_psi_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_scaled_modified_bessel_k1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_shifted_chebyshev_polynomial_v_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_sinc_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_spherical_bessel_j0_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_xlogy_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_pow1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pow3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pow_symfloat_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_randint_kernel_count_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_randn_generator_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_randn_like_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_randn_with_dtype_and_device_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_reduction1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_reduction2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_remainder_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_remove_noop_copy_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_as_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_reuse_buffers_with_aliasing_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_roi_align_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_round_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_rsqrt_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scalar_input_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter6_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter_add1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter_reduce3_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_False_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_sdpa_unaligned_mask_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_setitem_with_int_parameter_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_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_should_pad_bench_for_bmm_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sigmoid_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sign_dtype_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_silu_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_simplify_loops_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sin_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_sizehint_issue1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_mutation1_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_slice_view_with_graph_break_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_softmax_backward_data_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_softmax_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sort_bool_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sort_transpose_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_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_cumsum_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_cumsum_low_prec_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_squeeze1_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_squeeze_varargs_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_sum3_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_sum5_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sum_keepdims_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_tensor2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_tensor_index_put_slice_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_tmp_not_defined_issue2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_to_memory_format_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_triu_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_uint4x2_mixed_mm_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_uint_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unfold_zero_dimension_tensor_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unsqueeze_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_upsample_bicubic2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_upsample_nearest2d_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_vdd_clamp_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_vectorized_ops_masked_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_view_as_real_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_view_detach_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_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_adaptive_max_pool3d_with_indices_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_arithmetic_constant_folding_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_bool_mask_nobreak_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_dynamic_stride_nobreak_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_float_is_integer_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_float_item_neginf_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_floor_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_full_symbolic_value_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_interpolate_ceil_eq_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_item_bool_nobreak_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_item_materialize_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_math_ops_op2_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op3_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op7_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op8_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_nonzero_no_realloc_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_nonzero_size_factory_nobreak_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_pad_dynamic_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_shape_as_constant_reciprocal_float_exp_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_sort_dynamic_shape_with_check_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_sub_constant_folding_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_sym_sum_unbacked_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_unbacked_reduction_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unbacked_save_for_backwards_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unspecialized_float_fallback_specialization_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unspecialized_float_fallback_symint_specialization_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unspecialized_float_operations_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unspecialized_float_softshrink_cuda 2024-12-18T01:19:56.1840722Z 2024-12-18T01:19:57.5538065Z Running inductor/test_halide 1/1 ... [2024-12-18 01:19:57.553234] 2024-12-18T01:19:57.5538540Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:19:57.5539922Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_halide.py', '-m', 'not serial', '--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 01:19:57.553647] 2024-12-18T01:20:00.3370716Z Running dynamo/test_profiler 1/1 ... [2024-12-18 01:20:00.336485] 2024-12-18T01:20:00.3371430Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:20:00.3373021Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_profiler.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:20:00.336893] 2024-12-18T01:20:04.6834620Z 2024-12-18T01:20:04.6836080Z inductor/test_halide 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_halide_1.1_d7400cafab35287f_.log 2024-12-18T01:20:04.6836906Z 2024-12-18T01:20:04.8118666Z 2024-12-18T01:20:04.8122310Z dynamo/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_profiler_1.1_4014f2f64313f5a7_.log 2024-12-18T01:20:04.8127122Z Running 9 items in this shard: test/dynamo/test_profiler.py::DynamoProfilerTests::test_dynamo_timed_profiling_backend_compile, test/dynamo/test_profiler.py::DynamoProfilerTests::test_dynamo_timed_profiling_isolated, test/dynamo/test_profiler.py::DynamoProfilerTests::test_execution_trace_dynamic_shapes, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_compilation, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_list_compilation, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_runtime, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_cache_lookup, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_cache_lookup_profiler_step, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_dynamo_compiled_region 2024-12-18T01:20:04.8130916Z 2024-12-18T01:20:05.3675727Z 2024-12-18T01:20:05.3676705Z test_ops_gradients 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_gradients_1.2_ee9ace8085fe2e55_.log 2024-12-18T01:20:05.4888665Z Running 2667 items in this shard: test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_H_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_H_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpyCatCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpyCubeCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpyMulCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpyNonzeroCustomOp_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_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___radd___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___rmatmul___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___rmatmul___cuda_float64, 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test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_acos_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_add_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_add_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addbmm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addmm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addmm_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_addmv_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addr_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_alias_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_all_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_angle_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_angle_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_argmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_argmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_argsort_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_argwhere_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_as_strided_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_as_strided_partial_views_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_as_strided_partial_views_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_asinh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atan2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atan_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atan_cuda_float64, 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_atleast_3d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atleast_3d_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_bfloat16_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_bfloat16_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_bool_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_bool_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_broadcast_tensors_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_broadcast_tensors_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cartesian_prod_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cat_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cauchy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cdouble_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_ceil_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cfloat_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_chalf_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cholesky_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_chunk_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_clamp_min_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_column_stack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_conj_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_contiguous_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_contiguous_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_corrcoef_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_corrcoef_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cos_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cos_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cosh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_count_nonzero_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_count_nonzero_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cov_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cross_cuda_float64, 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test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_cross_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_det_singular_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_det_singular_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_diagonal_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_diagonal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_eigh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_eigvals_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_eigvals_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_eigvalsh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_eigvalsh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_householder_product_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_inv_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_inv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_inv_ex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_ldl_factor_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_ldl_factor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_ldl_factor_ex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_lstsq_cuda_complex128, 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test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_logical_or_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_logical_xor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_logspace_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_logspace_tensor_overload_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_long_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_long_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_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_lu_unpack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_mH_cuda_complex128, 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test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_hinge_embedding_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_huber_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_interpolate_bicubic_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_interpolate_linear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_kl_div_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_l1_loss_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_l1_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_layer_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_linear_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_linear_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_mse_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_multi_margin_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_multilabel_margin_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pad_circular_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pad_circular_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pad_constant_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pad_constant_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pad_reflect_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pad_reflect_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pad_replicate_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pad_replicate_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pad_replicate_negative_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pixel_shuffle_cuda_complex128, 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test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nanquantile_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nansum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_narrow_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_narrow_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_narrow_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_narrow_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_native_batch_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_neg_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_new_empty_strided_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_new_empty_strided_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_new_full_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_new_full_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_new_zeros_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_adaptive_avg_pool1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_adaptive_avg_pool3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_avg_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_avg_pool3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_binary_cross_entropy_cuda_float64, 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test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_interpolate_bilinear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_interpolate_nearest-exact_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_interpolate_nearest_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_interpolate_trilinear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_kl_div_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_layer_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_leaky_relu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_linear_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_linear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_pool1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_pool3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_unpool1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_unpool1d_grad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_unpool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_unpool2d_grad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_unpool3d_grad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_mish_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_multi_head_attention_forward_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_nll_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_normalize_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_normalize_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_pad_constant_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pad_constant_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pad_replicate_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pad_replicate_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pad_replicate_negative_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pad_replicate_negative_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pairwise_distance_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pairwise_distance_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pdist_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pixel_shuffle_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pixel_shuffle_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pixel_unshuffle_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pixel_unshuffle_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_poisson_nll_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_prelu_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_nn_functional_relu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_selu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_silu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_smooth_l1_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_soft_margin_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_softmin_with_dtype_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_softmin_with_dtype_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_softplus_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_softshrink_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_softsign_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_tanhshrink_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_triplet_margin_loss_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_triplet_margin_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_triplet_margin_with_distance_loss_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_unfold_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_upsample_bilinear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nonzero_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nonzero_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nonzero_static_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_norm_fro_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_norm_nuc_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_norm_nuc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_ones_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_ormqr_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_ormqr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_outer_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_permute_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_pinverse_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_polar_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_polygamma_polygamma_n_0_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_polygamma_polygamma_n_3_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_polygamma_polygamma_n_4_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_positive_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_positive_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_pow_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_pow_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_prod_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_put_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_qr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_quantile_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_rad2deg_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_rand_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_randn_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_randn_like_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_ravel_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_real_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_real_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_reciprocal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_renorm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_renorm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_repeat_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_repeat_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_repeat_interleave_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_reshape_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_reshape_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_resize_as__cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_resolve_neg_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_roll_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_rot90_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_round_decimals_3_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_round_decimals_neg_3_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_rsub_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_scalar_tensor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_scatter_add_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_scatter_cuda_float64, 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_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_scatter_reduce_prod_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_searchsorted_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_select_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_select_scatter_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_sgn_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_short_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_sigmoid_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_signal_windows_exponential_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_signal_windows_general_hamming_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_signal_windows_hamming_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_sinh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_slice_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_softmax_with_dtype_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_bessel_y0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_chebyshev_polynomial_t_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_chebyshev_polynomial_u_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_chebyshev_polynomial_w_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_entr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_hermite_polynomial_he_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_i1e_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_log_ndtr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_modified_bessel_i0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_modified_bessel_i1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_modified_bessel_k1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_ndtr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_ndtri_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_scaled_modified_bessel_k0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_shifted_chebyshev_polynomial_t_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_shifted_chebyshev_polynomial_w_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_xlog1py_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_zeta_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_split_list_args_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_split_with_sizes_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_square_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_squeeze_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_squeeze_multiple_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_stack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_stack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_std_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_std_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_std_mean_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_std_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_std_mean_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_std_mean_unbiased_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_stft_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_sub_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_sum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_svd_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_svd_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_take_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_take_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tan_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tan_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tensor_split_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tensor_split_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tensordot_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tile_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_to_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_topk_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_torch_ops_aten__safe_softmax_default_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_transpose_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_transpose_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_transpose_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_trapezoid_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_triangular_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tril_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_triu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_trunc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unbind_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unflatten_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unfold_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unfold_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unique_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unsqueeze_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_var_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_var_mean_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_var_mean_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_var_mean_unbiased_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_var_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_view_as_real_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_view_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_vsplit_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_vstack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_vstack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_where_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_where_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_xlogy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_zero__cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_zeros_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_zeros_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_zeros_like_cuda_float64 2024-12-18T01:20:05.6139166Z 2024-12-18T01:20:09.1369682Z Running dynamo/test_aot_autograd_cache 1/1 ... [2024-12-18 01:20:09.136221] 2024-12-18T01:20:09.1370463Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:20:09.1371636Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_aot_autograd_cache.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:20:09.136690] 2024-12-18T01:20:09.1720475Z Running dynamo/test_graph_deduplication 1/1 ... [2024-12-18 01:20:09.171447] 2024-12-18T01:20:09.1720985Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:20:09.1722475Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_graph_deduplication.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:20:09.171833] 2024-12-18T01:20:09.7055011Z Running export/test_schema 1/1 ... [2024-12-18 01:20:09.704849] 2024-12-18T01:20:09.7055507Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:20:09.7057217Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_schema.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:20:09.705271] 2024-12-18T01:20:13.7468345Z 2024-12-18T01:20:13.7469856Z dynamo/test_graph_deduplication 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_graph_deduplication_1.1_e030a3f2fa1b3f87_.log 2024-12-18T01:20:13.7473558Z Running 6 items in this shard: test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_dependent_subgraphs, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_input_aliasing, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_input_mutation, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_multiple_subgraphs, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_single_subgraph, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_single_subgraph2 2024-12-18T01:20:13.7476338Z 2024-12-18T01:20:13.7607804Z 2024-12-18T01:20:13.7608923Z dynamo/test_aot_autograd_cache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_aot_autograd_cache_1.1_4ae84f64190464ca_.log 2024-12-18T01:20:13.7624554Z Running 30 items in this shard: test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_aot_runtime_trace_joint, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_function, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_guard_single_entry_device_cuda_bfloat16, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_guard_single_entry_device_cuda_float16, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_inductor_guards_device_cuda_bfloat16_requires_grad_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_inductor_guards_device_cuda_bfloat16_requires_grad_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_inductor_guards_device_cuda_float16_requires_grad_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_inductor_guards_device_cuda_float16_requires_grad_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_lazy_backward, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_basic, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_clear_fx_graph_cache, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_compiled_autograd_bypass, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_fx_graph_cache_off, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_inference_graph_cache_hit_with_compiled_autograd_enabled, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_nn_module_with_params_global_constant, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_view_replay_bypass, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_basic_hash_key, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_different_configs, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_different_global_configs, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_different_graphs, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_different_inputs, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_freezing, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_identical_graphs_and_configs, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_incompatible_function, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_nn_module_with_params, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_normal_torch_function, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_private_builtin, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_private_namespace, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_safe_torchfunction, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_sanitize_gm_for_cache 2024-12-18T01:20:13.7638620Z 2024-12-18T01:20:14.2293386Z 2024-12-18T01:20:14.2294339Z export/test_schema 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_schema_1.1_e6b4fc80462b67a3_.log 2024-12-18T01:20:14.2296183Z Running 4 items in this shard: test/export/test_schema.py::TestSchema::test_schema_check, test/export/test_schema.py::TestSchema::test_schema_compatibility, test/export/test_schema.py::TestSchema::test_schema_diff, test/export/test_schema.py::TestSchema::test_thrift_schema_unchanged 2024-12-18T01:20:14.2297661Z 2024-12-18T01:20:18.1477886Z Running inductor/test_efficient_conv_bn_eval 1/1 ... [2024-12-18 01:20:18.147168] 2024-12-18T01:20:18.1478676Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:20:18.1482069Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_efficient_conv_bn_eval.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:20:18.147661] 2024-12-18T01:20:18.1511200Z Running nn/test_lazy_modules 1/1 ... [2024-12-18 01:20:18.150740] 2024-12-18T01:20:18.1511653Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:20:18.1515359Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_lazy_modules.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:20:18.151131] 2024-12-18T01:20:18.5149326Z Running export/test_experimental 1/1 ... [2024-12-18 01:20:18.514203] 2024-12-18T01:20:18.5150770Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:20:18.5153037Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_experimental.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:20:18.514617] 2024-12-18T01:20:22.8745918Z 2024-12-18T01:20:22.8746895Z nn/test_lazy_modules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_lazy_modules_1.1_00591e529bef9167_.log 2024-12-18T01:20:22.8766200Z Running 58 items in this shard: test/nn/test_lazy_modules.py::TestLazyModules::test_chained_initialization, test/nn/test_lazy_modules.py::TestLazyModules::test_invalid_functions, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm_with_dict_input, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose1d_kwargs, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d_kwargs, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d_kwargs, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transposed1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_forward_hook, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_linear_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_buffer, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_jit_buffer, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_jit_param, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_parameter, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_pre_forward_hook, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_share_memory_buffer, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_share_memory_param, test/nn/test_lazy_modules.py::TestLazyModules::test_linear, test/nn/test_lazy_modules.py::TestLazyModules::test_linear_state, test/nn/test_lazy_modules.py::TestLazyModules::test_materialize_device, test/nn/test_lazy_modules.py::TestLazyModules::test_materialize_dtype, test/nn/test_lazy_modules.py::TestLazyModules::test_optimizer_pass, test/nn/test_lazy_modules.py::TestLazyModules::test_spectral_norm, test/nn/test_lazy_modules.py::TestLazyModules::test_weight_norm 2024-12-18T01:20:22.8784879Z 2024-12-18T01:20:22.9892558Z 2024-12-18T01:20:22.9893576Z export/test_experimental 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_experimental_1.1_88d6b91208241572_.log 2024-12-18T01:20:22.9897353Z Running 7 items in this shard: test/export/test_experimental.py::TestExperiment::test_joint_basic, test/export/test_experimental.py::TestExperiment::test_joint_cifar10_backwards, test/export/test_experimental.py::TestExperiment::test_joint_dynamic, test/export/test_experimental.py::TestExperiment::test_joint_loss_index, test/export/test_experimental.py::TestExperiment::test_torchscript_module_export, test/export/test_experimental.py::TestExperiment::test_torchscript_module_export_single_input, test/export/test_experimental.py::TestExperiment::test_torchscript_module_export_various_inputs_with_annotated_input_names 2024-12-18T01:20:22.9900155Z 2024-12-18T01:20:27.1159225Z Running export/test_torchbind 1/1 ... [2024-12-18 01:20:27.115379] 2024-12-18T01:20:27.1159793Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:20:27.1161904Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_torchbind.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:20:27.115777] 2024-12-18T01:20:27.2771054Z Running export/test_swap 1/1 ... [2024-12-18 01:20:27.276555] 2024-12-18T01:20:27.2771642Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:20:27.2773988Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_swap.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:20:27.276964] 2024-12-18T01:20:31.8518525Z 2024-12-18T01:20:31.8519653Z export/test_swap 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_swap_1.1_64772bd0d5334eca_.log 2024-12-18T01:20:31.8526422Z Running 18 items in this shard: test/export/test_swap.py::TestSwap_nonstrict::test_custom_input_args, test/export/test_swap.py::TestSwap_nonstrict::test_custom_input_kwargs, test/export/test_swap.py::TestSwap_nonstrict::test_custom_output, test/export/test_swap.py::TestSwap_nonstrict::test_dedup_sym_size, test/export/test_swap.py::TestSwap_nonstrict::test_nested_leaf, test/export/test_swap.py::TestSwap_nonstrict::test_remove_duplicate_pytree_different_order, test/export/test_swap.py::TestSwap_nonstrict::test_remove_duplicate_pytree_simple, test/export/test_swap.py::TestSwap_nonstrict::test_unflatten_preserve_signature, test/export/test_swap.py::TestSwap_nonstrict::test_unflatten_preserve_with_unused_input, test/export/test_swap.py::TestSwap_strict::test_custom_input_args, test/export/test_swap.py::TestSwap_strict::test_custom_input_kwargs, test/export/test_swap.py::TestSwap_strict::test_custom_output, test/export/test_swap.py::TestSwap_strict::test_dedup_sym_size, test/export/test_swap.py::TestSwap_strict::test_nested_leaf, test/export/test_swap.py::TestSwap_strict::test_remove_duplicate_pytree_different_order, test/export/test_swap.py::TestSwap_strict::test_remove_duplicate_pytree_simple, test/export/test_swap.py::TestSwap_strict::test_unflatten_preserve_signature, test/export/test_swap.py::TestSwap_strict::test_unflatten_preserve_with_unused_input 2024-12-18T01:20:31.8533194Z 2024-12-18T01:20:35.9790790Z Running test_cuda_sanitizer 1/1 ... [2024-12-18 01:20:35.978545] 2024-12-18T01:20:35.9791456Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:20:35.9793809Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cuda_sanitizer.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:20:35.978934] 2024-12-18T01:20:38.4538185Z 2024-12-18T01:20:38.4539811Z export/test_torchbind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_torchbind_1.1_8895946c0f6d7201_.log 2024-12-18T01:20:38.4584488Z Running 68 items in this shard: test/export/test_torchbind.py::TestExportTorchbind::test_aot_export_tensor_queue_operators, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_as_custom_op_argument_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_as_custom_op_argument_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_list_out_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_list_out_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_tuple_out_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_tuple_out_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_deepcopy, test/export/test_torchbind.py::TestExportTorchbind::test_export_inplace_custom_op, test/export/test_torchbind.py::TestExportTorchbind::test_identifying_torchbind_ops, test/export/test_torchbind.py::TestExportTorchbind::test_input_as_custom_op_argument_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_input_as_custom_op_argument_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_input_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_input_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_schema_checking_script_object, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_fakify_internal_states_make_fx_tracing_mode_fake, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_fakify_internal_states_make_fx_tracing_mode_symbolic, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_make_fx_tracing_mode_fake, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_make_fx_tracing_mode_symbolic, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_operators_fallthrough_via_lib_impl, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_operators_fallthrough_via_py_impl, test/export/test_torchbind.py::TestExportTorchbind::test_method_schema, test/export/test_torchbind.py::TestExportTorchbind::test_non_strict_export_methods, test/export/test_torchbind.py::TestExportTorchbind::test_none_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_none_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_safe_to_trace_with_real, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_alias_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_alias_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_input_and_alias_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_input_and_alias_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_op_fallthrough_keys_respects_lib_impl, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_op_register_fallthrough, test/export/test_torchbind.py::TestExportTorchbind::test_unlift_custom_obj_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_unlift_custom_obj_pre_dispatch_True, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_body_aliasing_contents_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_body_aliasing_contents_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_input_aliasing_contents_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_input_aliasing_contents_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_non_fakified_method_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_non_fakified_method_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_missing_attr_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_missing_attr_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_setattr_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_setattr_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_global_obj_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_global_obj_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_as_hop_input_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_as_hop_input_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_attributes_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_attributes_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_closure_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_closure_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_graph_breaks, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_automatic_dynamic_shape, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_guards_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_guards_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_tensor_op_in_tensor_flatten_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_tensor_op_in_tensor_flatten_backend_eager, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_from_real_not_classmethod, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_no_from_real, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_no_torch_bind_class, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_valid 2024-12-18T01:20:38.4627578Z 2024-12-18T01:20:40.6038850Z 2024-12-18T01:20:40.6039868Z test_cuda_sanitizer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_sanitizer_1.1_a7e3560f7bface55_.log 2024-12-18T01:20:40.6050146Z Running 31 items in this shard: test/test_cuda_sanitizer.py::TestArgumentHandler::test_add, test/test_cuda_sanitizer.py::TestArgumentHandler::test_cat, test/test_cuda_sanitizer.py::TestArgumentHandler::test_inplace, test/test_cuda_sanitizer.py::TestArgumentHandler::test_nonzero, test/test_cuda_sanitizer.py::TestArgumentHandler::test_out, test/test_cuda_sanitizer.py::TestArgumentHandler::test_split, test/test_cuda_sanitizer.py::TestArgumentHandler::test_tensor_names, test/test_cuda_sanitizer.py::TestEventHandler::test_all_reads_checked_failing, test/test_cuda_sanitizer.py::TestEventHandler::test_all_reads_checked_passing, test/test_cuda_sanitizer.py::TestEventHandler::test_branch_sync, test/test_cuda_sanitizer.py::TestEventHandler::test_chain_sync, test/test_cuda_sanitizer.py::TestEventHandler::test_correct_state_merging, test/test_cuda_sanitizer.py::TestEventHandler::test_deleted_record, test/test_cuda_sanitizer.py::TestEventHandler::test_device_synchronization_expired, test/test_cuda_sanitizer.py::TestEventHandler::test_device_synchronize, test/test_cuda_sanitizer.py::TestEventHandler::test_empty_kernel_launch, test/test_cuda_sanitizer.py::TestEventHandler::test_event_synchronize, test/test_cuda_sanitizer.py::TestEventHandler::test_expired_record, test/test_cuda_sanitizer.py::TestEventHandler::test_multiple_errors, test/test_cuda_sanitizer.py::TestEventHandler::test_multiple_wait, test/test_cuda_sanitizer.py::TestEventHandler::test_new_stream_is_synchronized, test/test_cuda_sanitizer.py::TestEventHandler::test_reads_check_last_write, test/test_cuda_sanitizer.py::TestEventHandler::test_record_override, test/test_cuda_sanitizer.py::TestEventHandler::test_simple_error, test/test_cuda_sanitizer.py::TestEventHandler::test_simple_passing, test/test_cuda_sanitizer.py::TestEventHandler::test_simple_sync, test/test_cuda_sanitizer.py::TestEventHandler::test_stream_synchronize, test/test_cuda_sanitizer.py::TestMessages::test_ensure_does_not_exist, test/test_cuda_sanitizer.py::TestMessages::test_ensure_exists, test/test_cuda_sanitizer.py::TestMessages::test_error_message, test/test_cuda_sanitizer.py::TestMessages::test_subclass 2024-12-18T01:20:40.6059725Z 2024-12-18T01:20:42.7252519Z Running export/test_draft_export 1/1 ... [2024-12-18 01:20:42.724633] 2024-12-18T01:20:42.7253347Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:20:42.7254652Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_draft_export.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:20:42.725021] 2024-12-18T01:20:44.7974878Z Running test_functionalization_of_rng_ops 1/1 ... [2024-12-18 01:20:44.796869] 2024-12-18T01:20:44.7975409Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:20:44.7977201Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_functionalization_of_rng_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:20:44.797287] 2024-12-18T01:20:49.4237848Z 2024-12-18T01:20:49.4239200Z test_functionalization_of_rng_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functionalization_of_rng_ops_1.1_f3001220b85523dc_.log 2024-12-18T01:20:49.4245139Z Running 10 items in this shard: test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_autograd_function_cuda_float32, test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_checkpoint_cuda_float32, test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_dropout_decomp_cuda_float32, test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_min_cut_partitioner_cuda_float32, test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_multiple_subgraphs_cuda_float32, test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_rand_cuda_float32, test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_rand_like_cuda_float32, test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_rand_like_dynamic_bwd_cuda_float32, test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_rand_like_dynamic_cuda_float32, test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_set_get_rng_state_cuda_float32 2024-12-18T01:20:49.4251551Z 2024-12-18T01:20:52.1623724Z 2024-12-18T01:20:52.1624916Z export/test_draft_export 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_draft_export_1.1_2c56f7c5f714ebcd_.log 2024-12-18T01:20:52.1630790Z Running 13 items in this shard: test/export/test_draft_export.py::TestDraftExport::test_constantify_unbacked_symbol, test/export/test_draft_export.py::TestDraftExport::test_data_dependent_failure, test/export/test_draft_export.py::TestDraftExport::test_dedup_data_dependent_failure, test/export/test_draft_export.py::TestDraftExport::test_missing_meta_kernel_custom_op, test/export/test_draft_export.py::TestDraftExport::test_missing_meta_kernel_guard, test/export/test_draft_export.py::TestDraftExport::test_missing_meta_kernel_impl, test/export/test_draft_export.py::TestDraftExport::test_offsets, test/export/test_draft_export.py::TestDraftExport::test_override_incorrectly_aliasing_kernel, test/export/test_draft_export.py::TestDraftExport::test_override_size_and_dtype_mismatched_fake_kernels, test/export/test_draft_export.py::TestDraftExport::test_shape_failure, test/export/test_draft_export.py::TestDraftExport::test_side_effect1, test/export/test_draft_export.py::TestDraftExport::test_side_effect_inps, test/export/test_draft_export.py::TestDraftExport::test_torchbind 2024-12-18T01:20:52.1635852Z 2024-12-18T01:20:53.7677202Z Running export/test_pass_infra 1/1 ... [2024-12-18 01:20:53.767137] 2024-12-18T01:20:53.7677821Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:20:53.7681072Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_pass_infra.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:20:53.767592] 2024-12-18T01:20:56.4040054Z Running dynamo/test_trace_rules 1/1 ... [2024-12-18 01:20:56.403460] 2024-12-18T01:20:56.4040657Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:20:56.4043669Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_trace_rules.py', '-m', 'not serial', '--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 01:20:56.403913] 2024-12-18T01:20:58.1915146Z 2024-12-18T01:20:58.1916021Z 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_14664bb3dae48b2a_.log 2024-12-18T01:20:58.1918397Z 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 2024-12-18T01:20:58.1920221Z 2024-12-18T01:21:00.8780694Z 2024-12-18T01:21:00.8782043Z dynamo/test_trace_rules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_trace_rules_1.1_542e0b0788d7a4f3_.log 2024-12-18T01:21:00.8785943Z Running 5 items in this shard: test/dynamo/test_trace_rules.py::TraceRuleTests::test_force_inline_custom_function, test/dynamo/test_trace_rules.py::TraceRuleTests::test_force_inline_torch_function, test/dynamo/test_trace_rules.py::TraceRuleTests::test_skipfiles_inlinelist, test/dynamo/test_trace_rules.py::TraceRuleTests::test_torch_name_rule_map_updated, test/dynamo/test_trace_rules.py::TestModuleSurviveSkipFiles::test_module_survive_skip_files 2024-12-18T01:21:00.8789183Z 2024-12-18T01:21:02.4146674Z Running test_pruning_op 1/1 ... [2024-12-18 01:21:02.414116] 2024-12-18T01:21:02.4147314Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:21:02.4149652Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_pruning_op.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:21:02.414537] 2024-12-18T01:21:05.0607045Z Running dynamo/test_exc 1/1 ... [2024-12-18 01:21:05.060006] 2024-12-18T01:21:05.0607759Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:21:05.0609363Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_exc.py', '-m', 'not serial', '--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 01:21:05.060426] 2024-12-18T01:21:06.9403492Z 2024-12-18T01:21:06.9404540Z test_pruning_op 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_pruning_op_1.1_5a170b6b674f5fe0_.log 2024-12-18T01:21:06.9406680Z 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 2024-12-18T01:21:06.9407849Z 2024-12-18T01:21:09.5842214Z 2024-12-18T01:21:09.5842989Z dynamo/test_exc 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_exc_1.1_5674767acae948bc_.log 2024-12-18T01:21:09.5846451Z 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 2024-12-18T01:21:09.5849276Z 2024-12-18T01:21:11.2316956Z Running nn/test_pruning 1/1 ... [2024-12-18 01:21:11.231125] 2024-12-18T01:21:11.2317522Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:21:11.2319552Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_pruning.py', '-m', 'not serial', '--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 01:21:11.231556] 2024-12-18T01:21:13.7997400Z Running dynamo/test_subclasses 1/1 ... [2024-12-18 01:21:13.799170] 2024-12-18T01:21:13.7997987Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:21:13.8000241Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_subclasses.py', '-m', 'not serial', '--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 01:21:13.799562] 2024-12-18T01:21:15.8553279Z 2024-12-18T01:21:15.8554351Z nn/test_pruning 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_pruning_1.1_f3679703c58a97b8_.log 2024-12-18T01:21:15.8565855Z Running 34 items in this shard: test/nn/test_pruning.py::TestPruningNN::test_compute_nparams_to_prune, test/nn/test_pruning.py::TestPruningNN::test_custom_from_mask_pruning, test/nn/test_pruning.py::TestPruningNN::test_global_pruning, test/nn/test_pruning.py::TestPruningNN::test_global_pruning_importance_scores, test/nn/test_pruning.py::TestPruningNN::test_identity_pruning, test/nn/test_pruning.py::TestPruningNN::test_l1_unstructured_pruning, test/nn/test_pruning.py::TestPruningNN::test_l1_unstructured_pruning_with_importance_scores, test/nn/test_pruning.py::TestPruningNN::test_ln_structured_pruning, test/nn/test_pruning.py::TestPruningNN::test_ln_structured_pruning_importance_scores, test/nn/test_pruning.py::TestPruningNN::test_multiple_pruning_calls, test/nn/test_pruning.py::TestPruningNN::test_prune, test/nn/test_pruning.py::TestPruningNN::test_prune_importance_scores, test/nn/test_pruning.py::TestPruningNN::test_prune_importance_scores_mimic_default, test/nn/test_pruning.py::TestPruningNN::test_pruning_container, test/nn/test_pruning.py::TestPruningNN::test_pruning_container_compute_mask, test/nn/test_pruning.py::TestPruningNN::test_pruning_id_consistency, test/nn/test_pruning.py::TestPruningNN::test_pruning_rollback, test/nn/test_pruning.py::TestPruningNN::test_pruning_serialization_model, test/nn/test_pruning.py::TestPruningNN::test_pruning_serialization_state_dict, test/nn/test_pruning.py::TestPruningNN::test_random_pruning, test/nn/test_pruning.py::TestPruningNN::test_random_pruning_0perc, test/nn/test_pruning.py::TestPruningNN::test_random_pruning_forward, test/nn/test_pruning.py::TestPruningNN::test_random_pruning_new_weight, test/nn/test_pruning.py::TestPruningNN::test_random_pruning_orig, test/nn/test_pruning.py::TestPruningNN::test_random_pruning_pickle, test/nn/test_pruning.py::TestPruningNN::test_random_pruning_sizes, test/nn/test_pruning.py::TestPruningNN::test_random_structured_pruning_amount, test/nn/test_pruning.py::TestPruningNN::test_remove_pruning, test/nn/test_pruning.py::TestPruningNN::test_remove_pruning_exception, test/nn/test_pruning.py::TestPruningNN::test_remove_pruning_forward, test/nn/test_pruning.py::TestPruningNN::test_rnn_pruning, test/nn/test_pruning.py::TestPruningNN::test_unstructured_pruning_same_magnitude, test/nn/test_pruning.py::TestPruningNN::test_validate_pruning_amount, test/nn/test_pruning.py::TestPruningNN::test_validate_pruning_amount_init 2024-12-18T01:21:15.8576796Z 2024-12-18T01:21:18.6755420Z 2024-12-18T01:21:18.6757635Z dynamo/test_subclasses 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_subclasses_1.1_48125fb4a2658745_.log 2024-12-18T01:21:18.6822377Z Running 109 items in this shard: test/dynamo/test_subclasses.py::SubclassTests::test_base_torch_function_tracing, test/dynamo/test_subclasses.py::SubclassTests::test_compile_higher_order_with_functionalization, test/dynamo/test_subclasses.py::SubclassTests::test_compile_with_fake_tensor_automatic_dynamic, test/dynamo/test_subclasses.py::SubclassTests::test_compile_with_fake_tensor_dynamic_dim, test/dynamo/test_subclasses.py::SubclassTests::test_compile_with_functionalization, test/dynamo/test_subclasses.py::SubclassTests::test_has_torch_function, test/dynamo/test_subclasses.py::SubclassTests::test_mark_static_with_subclass_desugaring_dynamic_False, test/dynamo/test_subclasses.py::SubclassTests::test_mark_static_with_subclass_desugaring_dynamic_True, test/dynamo/test_subclasses.py::SubclassTests::test_njt_subclass_from_buffer, test/dynamo/test_subclasses.py::SubclassTests::test_njt_subclass_from_cat, test/dynamo/test_subclasses.py::SubclassTests::test_njt_subclass_simple, test/dynamo/test_subclasses.py::SubclassTests::test_no_call_to_new, test/dynamo/test_subclasses.py::SubclassTests::test_no_torch_function_on_size_bytecode, test/dynamo/test_subclasses.py::SubclassTests::test_no_torch_function_recompiles, test/dynamo/test_subclasses.py::SubclassTests::test_overridden_method_guarding, test/dynamo/test_subclasses.py::SubclassTests::test_recompile_with_symbool_inputs, test/dynamo/test_subclasses.py::SubclassTests::test_recompiles_with_optional_inner_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_return_as_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_return_local_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_return_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_TwoTensor_TwoTensor_TwoTensor, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_TwoTensor_nested_diff_sizes, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_constructor_proxying, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_views_dynamic_False, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_views_dynamic_True, test/dynamo/test_subclasses.py::SubclassTests::test_support_bases, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_automatic_dynamic_shapes, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_clone_view, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_different_shape, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_mark_dynamic_shapes, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_mul, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_nested, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_return_multiple, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_return_shape, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_return_tensor_and_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_simple, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_view, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_view_mul, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_custom_guards_error_arg_num, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_custom_guards_error_not_classmethod, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_custom_guards_override, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_guards, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_recursive_guards, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_custom_attr, test/dynamo/test_subclasses.py::SubclassTests::test_torch_dispatch_subclass_guard_recompile, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_call_on_attr, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_call_on_method, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_call_on_method_arg, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_list_args, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_state_graph_break, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_state_guards, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_state_nested, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_state_tracing, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_subclass_survives_into_aot_autograd, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_wrapper_class, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_wrapper_class_with_kwargs, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_equality_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_equality_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_identity_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_identity_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_isinstance_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_isinstance_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_user_overidden_attr_unsupported, test/dynamo/test_subclasses.py::SubclassTests::test_user_overidden_method_unsupported, test/dynamo/test_subclasses.py::SubclassTests::test_user_overidden_property_unsupported, test/dynamo/test_subclasses.py::SubclassTests::test_wrapper_subclass_dynamo_attribute_access_on_intermediate, test/dynamo/test_subclasses.py::SubclassTests::test_wrapper_subclass_guards_on_inner_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_wrapper_subclass_with_differently_sized_inner_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_wrapper_subclass_with_same_sized_inner_tensor, test/dynamo/test_subclasses.py::TestNestedTensor::test_basic_autograd, test/dynamo/test_subclasses.py::TestNestedTensor::test_basic_autograd_inductor, test/dynamo/test_subclasses.py::TestNestedTensor::test_binary_does_not_recompile, test/dynamo/test_subclasses.py::TestNestedTensor::test_binary_recompiles, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_input, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_input_2, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_input_4, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_input_5, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate_2, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate_3, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate_4, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate_5, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_mixed, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_mixed_2, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_mixed_3, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_is_nested_call, test/dynamo/test_subclasses.py::TestNestedTensor::test_inference_tensor, test/dynamo/test_subclasses.py::TestNestedTensor::test_inline_nested_tensor_from_jagged, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_basic, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_leaf_False_False, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_leaf_False_True, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_leaf_True_False, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_leaf_True_True, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_obscure, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_basic, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_leaf_False_False, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_leaf_False_True, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_leaf_True_False, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_leaf_True_True, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_obscure, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_dense_subclass_dense_subclass, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_subclass_dense, test/dynamo/test_subclasses.py::TestNestedTensor::test_param_subclass_isinstance_input, test/dynamo/test_subclasses.py::TestNestedTensor::test_return_shape, test/dynamo/test_subclasses.py::TestNestedTensor::test_subclass_dense_subclass_dense_view, test/dynamo/test_subclasses.py::TestNestedTensor::test_subclass_gives_static_shapes_when_dynamic_false, test/dynamo/test_subclasses.py::TestNestedTensor::test_subclass_with_mutation_in_graph, test/dynamo/test_subclasses.py::TestNestedTensor::test_unary_does_not_recompile, test/dynamo/test_subclasses.py::TestNestedTensor::test_unbind 2024-12-18T01:21:18.6887928Z 2024-12-18T01:21:20.0865763Z Running export/test_export 1/1 ... [2024-12-18 01:21:20.085948] 2024-12-18T01:21:20.0866422Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:21:20.0867665Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:21:20.086324] 2024-12-18T01:21:22.8884867Z Running dynamo/test_debug_utils 1/1 ... [2024-12-18 01:21:22.887796] 2024-12-18T01:21:22.8885679Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:21:22.8886957Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_debug_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:21:22.888241] 2024-12-18T01:21:26.7154443Z 2024-12-18T01:21:26.7156049Z export/test_export 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_1.1_f3d27136c275b899_.log 2024-12-18T01:21:26.7274507Z Running 294 items in this shard: test/export/test_export.py::TestDynamismExpression::test_export_assume_static_by_default, test/export/test_export.py::TestDynamismExpression::test_export_constraints_error, test/export/test_export.py::TestDynamismExpression::test_export_constraints_error_not_in_range, test/export/test_export.py::TestDynamismExpression::test_export_inline_constraints, test/export/test_export.py::TestDynamismExpression::test_export_slice_maxsize, test/export/test_export.py::TestDynamismExpression::test_export_strict_narrow_unbacked_expr, test/export/test_export.py::TestExport::test__scaled_dot_product_flash_attention, test/export/test_export.py::TestExport::test_allow_explicit_guards_as_runtime_asserts, test/export/test_export.py::TestExport::test_args_type_checked, test/export/test_export.py::TestExport::test_aten_lift_fresh_copy, test/export/test_export.py::TestExport::test_attention, test/export/test_export.py::TestExport::test_automatic_constrain_size, test/export/test_export.py::TestExport::test_automatic_dynamic_shapes_constant_relation, test/export/test_export.py::TestExport::test_automatic_dynamic_shapes_linear_relation, test/export/test_export.py::TestExport::test_automatic_dynamic_shapes_simple_equality, test/export/test_export.py::TestExport::test_basic, test/export/test_export.py::TestExport::test_basic_non_strict_fake_tensor, test/export/test_export.py::TestExport::test_basic_non_strict_real_tensor, test/export/test_export.py::TestExport::test_buffer_util, test/export/test_export.py::TestExport::test_check_is_size_error, test/export/test_export.py::TestExport::test_check_specialized_int, test/export/test_export.py::TestExport::test_checks_to_constrain_range, test/export/test_export.py::TestExport::test_cleanup_dynamic_markers, test/export/test_export.py::TestExport::test_colon_parameter, test/export/test_export.py::TestExport::test_compiling_state, test/export/test_export.py::TestExport::test_cond_buffers, test/export/test_export.py::TestExport::test_cond_contains_unbacked_no_escape, test/export/test_export.py::TestExport::test_cond_int_closure, test/export/test_export.py::TestExport::test_cond_unflatten, test/export/test_export.py::TestExport::test_cond_with_module_stack_export_with, test/export/test_export.py::TestExport::test_cond_with_module_stack_export_with_unflatten, test/export/test_export.py::TestExport::test_constant_aliasing, test/export/test_export.py::TestExport::test_constant_input_naming, test/export/test_export.py::TestExport::test_constant_no_user_inp, test/export/test_export.py::TestExport::test_constant_output, test/export/test_export.py::TestExport::test_constant_output_dup, test/export/test_export.py::TestExport::test_constant_requires_grad_const, test/export/test_export.py::TestExport::test_constrain_decomp, test/export/test_export.py::TestExport::test_constrain_size_in_eager, test/export/test_export.py::TestExport::test_constrain_size_with_constrain_value, test/export/test_export.py::TestExport::test_constrain_size_with_various_cases, test/export/test_export.py::TestExport::test_conv_dynamic, test/export/test_export.py::TestExport::test_crop_like, test/export/test_export.py::TestExport::test_cse_for_symint, test/export/test_export.py::TestExport::test_custom_op_auto_functionalize, test/export/test_export.py::TestExport::test_custom_op_auto_functionalize_pre_dispatch, test/export/test_export.py::TestExport::test_custom_op_auto_warn_pre_dispatch, test/export/test_export.py::TestExport::test_custom_op_preserve, test/export/test_export.py::TestExport::test_custom_tag_metadata_re_export, test/export/test_export.py::TestExport::test_decomp_batch_norm_functional_predispatch, test/export/test_export.py::TestExport::test_decomp_item_in_prim_after_decomposition, test/export/test_export.py::TestExport::test_decomp_item_in_prim_before_decomposition, test/export/test_export.py::TestExport::test_derived_dim_1_2, test/export/test_export.py::TestExport::test_derived_dim_basic, test/export/test_export.py::TestExport::test_derived_dim_integer, test/export/test_export.py::TestExport::test_derived_dim_nested, test/export/test_export.py::TestExport::test_derived_dim_out_of_order, test/export/test_export.py::TestExport::test_derived_dim_out_of_order_repeat_derived, test/export/test_export.py::TestExport::test_derived_dim_out_of_order_simplified, test/export/test_export.py::TestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived, test/export/test_export.py::TestExport::test_derived_dim_repeat_derived, test/export/test_export.py::TestExport::test_device_to_dynamic, test/export/test_export.py::TestExport::test_device_to_mutation, test/export/test_export.py::TestExport::test_device_to_mutation_float, test/export/test_export.py::TestExport::test_device_to_static, test/export/test_export.py::TestExport::test_dim_1_2, test/export/test_export.py::TestExport::test_dim_auto_and_dim, test/export/test_export.py::TestExport::test_dim_dynamic, test/export/test_export.py::TestExport::test_dim_dynamic_divisibility, test/export/test_export.py::TestExport::test_disable_forced_specializations_errors, test/export/test_export.py::TestExport::test_disable_forced_specializations_ok, test/export/test_export.py::TestExport::test_dont_duck_size_for_auto_dynamic, test/export/test_export.py::TestExport::test_double_lifted_constants, test/export/test_export.py::TestExport::test_draft_export_checks_aliasing, test/export/test_export.py::TestExport::test_draft_export_checks_mutation, test/export/test_export.py::TestExport::test_draft_export_checks_mutation_list, test/export/test_export.py::TestExport::test_draft_export_checks_mutation_with_nan, test/export/test_export.py::TestExport::test_draft_export_fake_kernel_inference_errors, test/export/test_export.py::TestExport::test_draft_export_infers_fake_kernel, test/export/test_export.py::TestExport::test_duplicate_modules_with_non_persistent_buffers, test/export/test_export.py::TestExport::test_dynamic_shapes_builder_basic, test/export/test_export.py::TestExport::test_dynamic_shapes_builder_kwargs, test/export/test_export.py::TestExport::test_dynamic_shapes_builder_pytree, test/export/test_export.py::TestExport::test_dynamic_shapes_serdes_generic, test/export/test_export.py::TestExport::test_dynamic_shapes_serdes_user_errors, test/export/test_export.py::TestExport::test_dynamic_shapes_serdes_various, test/export/test_export.py::TestExport::test_dynamic_shapes_spec_with_pytree, test/export/test_export.py::TestExport::test_dynamic_sym_round, test/export/test_export.py::TestExport::test_error_does_not_reference_eager_fallback, test/export/test_export.py::TestExport::test_error_when_passing_mutating_primitive_op, test/export/test_export.py::TestExport::test_export_api_with_dynamic_shapes, test/export/test_export.py::TestExport::test_export_as_backend, test/export/test_export.py::TestExport::test_export_cond_preserve_torch_fn_for_subgraphs, test/export/test_export.py::TestExport::test_export_cond_symbool_pred, test/export/test_export.py::TestExport::test_export_cond_warns_constant_pred, test/export/test_export.py::TestExport::test_export_custom_decomp_table_basic_pop, test/export/test_export.py::TestExport::test_export_custom_decomp_table_container_methods, test/export/test_export.py::TestExport::test_export_custom_op_lib, test/export/test_export.py::TestExport::test_export_decomp_torture_case_1, test/export/test_export.py::TestExport::test_export_decomp_torture_case_2, test/export/test_export.py::TestExport::test_export_decomps_dynamic, test/export/test_export.py::TestExport::test_export_decomps_simple, test/export/test_export.py::TestExport::test_export_dynamo_config, test/export/test_export.py::TestExport::test_export_for_inference_e2e, test/export/test_export.py::TestExport::test_export_for_training_run_decomp, test/export/test_export.py::TestExport::test_export_for_training_with_container_type, test/export/test_export.py::TestExport::test_export_for_training_with_dynamic_shapes, test/export/test_export.py::TestExport::test_export_for_training_with_mutation, test/export/test_export.py::TestExport::test_export_for_training_with_state_dict_hooks, test/export/test_export.py::TestExport::test_export_func_with_default_kwargs, test/export/test_export.py::TestExport::test_export_func_with_keyword_only_args, test/export/test_export.py::TestExport::test_export_func_with_kwargs, test/export/test_export.py::TestExport::test_export_func_with_pytree_kwargs, test/export/test_export.py::TestExport::test_export_func_with_var_keyword_args, test/export/test_export.py::TestExport::test_export_func_with_var_keyword_pytree_args, test/export/test_export.py::TestExport::test_export_func_with_var_postional_args, test/export/test_export.py::TestExport::test_export_graph_with_no_inputs, test/export/test_export.py::TestExport::test_export_input_mutation_bug, test/export/test_export.py::TestExport::test_export_input_mutation_dynamic_shape, test/export/test_export.py::TestExport::test_export_input_mutation_static_shape, test/export/test_export.py::TestExport::test_export_linear_preserve_dynamic_shape, test/export/test_export.py::TestExport::test_export_mod_constraints, test/export/test_export.py::TestExport::test_export_preserve_linear_at_aot_level, test/export/test_export.py::TestExport::test_export_preserve_linear_but_not_custom_op, test/export/test_export.py::TestExport::test_export_script_module, test/export/test_export.py::TestExport::test_export_then_compile_tensor_ctor, test/export/test_export.py::TestExport::test_export_with_autocast, test/export/test_export.py::TestExport::test_export_with_fake_tensor_inputs, test/export/test_export.py::TestExport::test_export_with_fake_tensor_inputs_on_cuda_devices, test/export/test_export.py::TestExport::test_export_with_inline_constraints, test/export/test_export.py::TestExport::test_export_with_inline_constraints_complex, test/export/test_export.py::TestExport::test_export_with_set_grad_enabled, test/export/test_export.py::TestExport::test_export_with_wrong_inputs, test/export/test_export.py::TestExport::test_external_call_non_strict_real_tensor, test/export/test_export.py::TestExport::test_fake_inputs, test/export/test_export.py::TestExport::test_fake_weights, test/export/test_export.py::TestExport::test_float_conversion, test/export/test_export.py::TestExport::test_fqn, test/export/test_export.py::TestExport::test_hints_wrapper, test/export/test_export.py::TestExport::test_hoo_inline_users_issue, test/export/test_export.py::TestExport::test_if_functional, test/export/test_export.py::TestExport::test_if_post_autograd_op_preserved, test/export/test_export.py::TestExport::test_intermediate_shape_comp, test/export/test_export.py::TestExport::test_is_nonzero, test/export/test_export.py::TestExport::test_issue_113041, test/export/test_export.py::TestExport::test_istft_op, test/export/test_export.py::TestExport::test_keep_composite_ops_invalid, test/export/test_export.py::TestExport::test_keep_composite_ops_linear_convd, test/export/test_export.py::TestExport::test_keep_composite_ops_linear_convd_for_training_ir, test/export/test_export.py::TestExport::test_kwargs_reorder, test/export/test_export.py::TestExport::test_layer_sharing, test/export/test_export.py::TestExport::test_lazy_module_kwargs, test/export/test_export.py::TestExport::test_lifted_constants, test/export/test_export.py::TestExport::test_linear_conv, test/export/test_export.py::TestExport::test_map, test/export/test_export.py::TestExport::test_map_buffers, test/export/test_export.py::TestExport::test_masked_select_dynamic, test/export/test_export.py::TestExport::test_mismatched_dynamic_shapes, test/export/test_export.py::TestExport::test_mixed_input, test/export/test_export.py::TestExport::test_module, test/export/test_export.py::TestExport::test_module_dict_key, test/export/test_export.py::TestExport::test_module_list_slice, test/export/test_export.py::TestExport::test_module_with_dict_container_inp_out, test/export/test_export.py::TestExport::test_modules_access_for_deleted_submodule, test/export/test_export.py::TestExport::test_multiple_definitions_same_name_dim, test/export/test_export.py::TestExport::test_nested_dynamic_shapes_spec, test/export/test_export.py::TestExport::test_nested_module, test/export/test_export.py::TestExport::test_nested_module_with_constant_buffer, test/export/test_export.py::TestExport::test_nested_module_with_init_buffer, test/export/test_export.py::TestExport::test_nested_module_with_parameter, test/export/test_export.py::TestExport::test_nn_module_stack, test/export/test_export.py::TestExport::test_nn_module_stack_shared_submodule, test/export/test_export.py::TestExport::test_no_suggested_fixes_for_data_dependent_errors, test/export/test_export.py::TestExport::test_no_tensor_computation, test/export/test_export.py::TestExport::test_no_tensor_computation_2, test/export/test_export.py::TestExport::test_no_tensor_computation_3, test/export/test_export.py::TestExport::test_no_tensor_computation_4, test/export/test_export.py::TestExport::test_non_arg_name_dynamic_shapes_api, test/export/test_export.py::TestExport::test_non_arg_name_dynamic_shapes_api_with_container_type, test/export/test_export.py::TestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg, test/export/test_export.py::TestExport::test_non_persistent_buffer, test/export/test_export.py::TestExport::test_non_strict_dynamic_shapes, test/export/test_export.py::TestExport::test_non_strict_dynamic_shapes_suggested_fixes, test/export/test_export.py::TestExport::test_nonstrict_retrace_preserves_metadata, test/export/test_export.py::TestExport::test_nonzero_2, test/export/test_export.py::TestExport::test_nonzero_dynamic, test/export/test_export.py::TestExport::test_not_registered_parameter, test/export/test_export.py::TestExport::test_output_node_name, test/export/test_export.py::TestExport::test_pad_sequence, test/export/test_export.py::TestExport::test_param_util, test/export/test_export.py::TestExport::test_placeholder_naming_collisions, test/export/test_export.py::TestExport::test_placeholder_naming_collisions_hoo_subgraphs, test/export/test_export.py::TestExport::test_predispatch_cond, test/export/test_export.py::TestExport::test_predispatch_grad_wrappers, test/export/test_export.py::TestExport::test_preserve_module_call_signature_unflatten_specialization, test/export/test_export.py::TestExport::test_preserve_requires_grad_placeholders, test/export/test_export.py::TestExport::test_preserve_shape_dynamism_for_unused_inputs, test/export/test_export.py::TestExport::test_profiling_code, test/export/test_export.py::TestExport::test_pytree_register_data_class, test/export/test_export.py::TestExport::test_pytree_register_nested_data_class, test/export/test_export.py::TestExport::test_raise_user_error_when_guard_on_data_dependent_operation, test/export/test_export.py::TestExport::test_real_tensor_alias_dtype_mismatch, test/export/test_export.py::TestExport::test_real_tensor_bool_cast, test/export/test_export.py::TestExport::test_real_tensor_errors_on_aliasing_custom_op, test/export/test_export.py::TestExport::test_real_tensor_for_max_op, test/export/test_export.py::TestExport::test_real_tensor_size_mismatch, test/export/test_export.py::TestExport::test_redundant_assert_max_upper_bound, test/export/test_export.py::TestExport::test_redundant_asserts, test/export/test_export.py::TestExport::test_refine_dynamic_shapes_from_suggested_fixes, test/export/test_export.py::TestExport::test_reshape_view_helper, test/export/test_export.py::TestExport::test_retracable_ep, test/export/test_export.py::TestExport::test_retrace_pre_autograd, test/export/test_export.py::TestExport::test_run_decomposition_supports_user_input_mutation, test/export/test_export.py::TestExport::test_runtime_assert_for_prim, test/export/test_export.py::TestExport::test_runtime_assert_for_prm_str, test/export/test_export.py::TestExport::test_runtime_assert_with_size, test/export/test_export.py::TestExport::test_set_example_inputs, test/export/test_export.py::TestExport::test_set_grad_empty, test/export/test_export.py::TestExport::test_set_grad_unflatten, test/export/test_export.py::TestExport::test_setgrad_lifted_tensor, test/export/test_export.py::TestExport::test_simple_export_for_training, test/export/test_export.py::TestExport::test_slice_with_floordiv, test/export/test_export.py::TestExport::test_solver_unsupported_sympy_function, test/export/test_export.py::TestExport::test_specialize_derived_dim_roots, test/export/test_export.py::TestExport::test_split_const_gm_with_lifted_constants, test/export/test_export.py::TestExport::test_stack_trace, test/export/test_export.py::TestExport::test_state_primitives, test/export/test_export.py::TestExport::test_state_shape_attribute_assignment, test/export/test_export.py::TestExport::test_state_tensors, test/export/test_export.py::TestExport::test_static_dim_constraints, test/export/test_export.py::TestExport::test_suggested_fixes_for_data_dependent_errors_basic, test/export/test_export.py::TestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers, test/export/test_export.py::TestExport::test_suggested_fixes_new_roots, test/export/test_export.py::TestExport::test_sym_sqrt, test/export/test_export.py::TestExport::test_symbool_item, test/export/test_export.py::TestExport::test_symfloat_item, test/export/test_export.py::TestExport::test_symint_item, test/export/test_export.py::TestExport::test_symint_output, test/export/test_export.py::TestExport::test_symint_tensor_return, test/export/test_export.py::TestExport::test_tensor_attribute_zero_args, test/export/test_export.py::TestExport::test_tensor_constant_with_wrapped_method, test/export/test_export.py::TestExport::test_to_module_with_mutated_buffer, test/export/test_export.py::TestExport::test_to_module_with_mutated_buffer_multiple, test/export/test_export.py::TestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later, test/export/test_export.py::TestExport::test_tolist, test/export/test_export.py::TestExport::test_torch_check_eq_commutativity, test/export/test_export.py::TestExport::test_torch_fn, test/export/test_export.py::TestExport::test_trace_under_fake, test/export/test_export.py::TestExport::test_train_eval_on_exported_preautograd_module, test/export/test_export.py::TestExport::test_unbacked_bindings_for_divisible_u_symint, test/export/test_export.py::TestExport::test_unbacked_deferred_runtime_retrace, test/export/test_export.py::TestExport::test_unbacked_slice, test/export/test_export.py::TestExport::test_unbacked_to_cond, test/export/test_export.py::TestExport::test_unbacked_to_cond_passthrough, test/export/test_export.py::TestExport::test_unflatten_asserts, test/export/test_export.py::TestExport::test_unflatten_multiple_graphs_dispatch, test/export/test_export.py::TestExport::test_unflatten_multiple_graphs_preserve_signature_no_error, test/export/test_export.py::TestExport::test_unflatten_multiple_graphs_shared_submodule, test/export/test_export.py::TestExport::test_unflatten_multiple_graphs_state, test/export/test_export.py::TestExport::test_unflatten_no_unroll, test/export/test_export.py::TestExport::test_unflatten_random_dag_5, test/export/test_export.py::TestExport::test_unflatten_random_dag_6, test/export/test_export.py::TestExport::test_unflatten_random_dag_buf_8, test/export/test_export.py::TestExport::test_unflatten_random_dag_const_preserving_3, test/export/test_export.py::TestExport::test_unflatten_random_dag_const_preserving_3_1, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_4, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_6, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_9, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_preserving_10, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_preserving_4, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_preserving_5, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_preserving_7, test/export/test_export.py::TestExport::test_unflatten_random_dag_preserving_4, test/export/test_export.py::TestExport::test_unused_aliases, test/export/test_export.py::TestExport::test_use_embedding_twice, test/export/test_export.py::TestExport::test_user_input_and_buffer_mutation, test/export/test_export.py::TestOneOffModelExportResult::test_constant_fqn, test/export/test_export.py::TestOneOffModelExportResult::test_constant_name, test/export/test_export.py::TestOneOffModelExportResult::test_duplicated_getitem, test/export/test_export.py::TestOneOffModelExportResult::test_hf_logging_logger, test/export/test_export.py::TestOneOffModelExportResult::test_int_list_output, test/export/test_export.py::TestOneOffModelExportResult::test_logging_logger, test/export/test_export.py::TestOneOffModelExportResult::test_nested_retrace, test/export/test_export.py::TestOneOffModelExportResult::test_none_input_output, test/export/test_export.py::TestOneOffModelExportResult::test_primitive_constant_output, test/export/test_export.py::TestOneOffModelExportResult::test_print, test/export/test_export.py::TestOneOffModelExportResult::test_scaled_dot_product_attention_cpu, test/export/test_export.py::TestOneOffModelExportResult::test_scaled_dot_product_attention_cuda, test/export/test_export.py::TestOneOffModelExportResult::test_unbacked_sdpa, test/export/test_export.py::TestOneOffModelExportResult::test_warning, test/export/test_export.py::TestExportCustomClass::test_lift_custom_obj, test/export/test_export.py::TestExportCustomClass::test_preserve_cia_op, test/export/test_export.py::TestExportCustomClass::test_preserve_non_cia_op 2024-12-18T01:21:26.7387127Z 2024-12-18T01:21:27.6632666Z 2024-12-18T01:21:27.6633720Z 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_e845a47c7b36eb12_.log 2024-12-18T01:21:27.6635487Z 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 2024-12-18T01:21:27.6636636Z 2024-12-18T01:21:31.1945160Z Running export/test_lift_unlift 1/1 ... [2024-12-18 01:21:31.193737] 2024-12-18T01:21:31.1945939Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:21:31.1947528Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_lift_unlift.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:21:31.194180] 2024-12-18T01:21:32.1125451Z Running test_matmul_cuda 1/1 ... [2024-12-18 01:21:32.112027] 2024-12-18T01:21:32.1125926Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:21:32.1128740Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_matmul_cuda.py', '-m', 'not serial', '--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 01:21:32.112423] 2024-12-18T01:21:35.5685773Z 2024-12-18T01:21:35.5686926Z 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_4eddfec08d3b9121_.log 2024-12-18T01:21:35.5689147Z 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 2024-12-18T01:21:35.5690748Z 2024-12-18T01:21:36.6364902Z 2024-12-18T01:21:36.6366108Z test_matmul_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_matmul_cuda_1.1_a99d04f5f1587cfd_.log 2024-12-18T01:21:36.6390185Z 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 2024-12-18T01:21:36.6413011Z 2024-12-18T01:21:39.8098726Z Running dynamo/test_reorder_logs 1/1 ... [2024-12-18 01:21:39.809229] 2024-12-18T01:21:39.8099436Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:21:39.8100707Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_reorder_logs.py', '-m', 'not serial', '--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 01:21:39.809619] 2024-12-18T01:21:40.8819720Z Running inductor/test_standalone_compile 1/1 ... [2024-12-18 01:21:40.881292] 2024-12-18T01:21:40.8820250Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:21:40.8821448Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_standalone_compile.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:21:40.881685] 2024-12-18T01:21:44.2843675Z 2024-12-18T01:21:44.2845123Z dynamo/test_reorder_logs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_reorder_logs_1.1_23fda5b9e1f822d7_.log 2024-12-18T01:21:44.2855132Z Running 14 items in this shard: test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method0_fn0_should_ignore_logger_False, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method1_fn1_should_ignore_logger_False, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method2_fn2_should_ignore_logger_False, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method3_fn3_should_ignore_logger_False, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method4_fn4_should_ignore_logger_True, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method5_fn5_should_ignore_logger_True, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method6_fn6_should_ignore_logger_True, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method7_fn7_should_ignore_logger_True, test/dynamo/test_reorder_logs.py::ReorderLogsTests::test_constant_mutation, test/dynamo/test_reorder_logs.py::ReorderLogsTests::test_dont_reorder_print, test/dynamo/test_reorder_logs.py::ReorderLogsTests::test_reorder_custom_log_fn, test/dynamo/test_reorder_logs.py::ReorderLogsTests::test_reorder_print, test/dynamo/test_reorder_logs.py::ReorderLogsTests::test_reorder_print_graph_break, test/dynamo/test_reorder_logs.py::ReorderLogsTests::test_reorder_warnings 2024-12-18T01:21:44.2864225Z 2024-12-18T01:21:47.2602564Z 2024-12-18T01:21:47.2604105Z inductor/test_standalone_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_standalone_compile_1.1_e4d3baa584bc435b_.log 2024-12-18T01:21:47.2609434Z Running 8 items in this shard: test/inductor/test_standalone_compile.py::TestStandaloneInductor::test_inductor_via_bare_module, test/inductor/test_standalone_compile.py::TestStandaloneInductor::test_inductor_via_export1, test/inductor/test_standalone_compile.py::TestStandaloneInductor::test_inductor_via_export2, test/inductor/test_standalone_compile.py::TestStandaloneInductor::test_inductor_via_fx, test/inductor/test_standalone_compile.py::TestStandaloneInductor::test_inductor_via_fx_dict_input, test/inductor/test_standalone_compile.py::TestStandaloneInductor::test_inductor_via_fx_tensor_return, test/inductor/test_standalone_compile.py::TestStandaloneInductor::test_inductor_via_make_fx, test/inductor/test_standalone_compile.py::TestStandaloneInductor::test_inductor_via_op_with_multiple_outputs 2024-12-18T01:21:47.2613101Z 2024-12-18T01:21:48.6196456Z Running dynamo/test_bytecode_utils 1/1 ... [2024-12-18 01:21:48.619105] 2024-12-18T01:21:48.6197287Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:21:48.6198680Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_bytecode_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:21:48.619510] 2024-12-18T01:21:51.5177076Z Running dynamo/test_hooks 1/1 ... [2024-12-18 01:21:51.517064] 2024-12-18T01:21:51.5177621Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:21:51.5179510Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_hooks.py', '-m', 'not serial', '--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 01:21:51.517555] 2024-12-18T01:21:53.1951224Z 2024-12-18T01:21:53.1952514Z dynamo/test_bytecode_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_bytecode_utils_1.1_8311bcf91953a6ce_.log 2024-12-18T01:21:53.1960524Z Running 20 items in this shard: test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_analysis_jump_backward_no_interrupt, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template_noprefix, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template_noreturn1, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template_noreturn2, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template_noreturn_const, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_compute_exception_table_nested, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_e2e, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_e2e_2, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_encode_varint, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_entry_propagation, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_parsing, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_if_tensor_is_none, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_linetable_310_writer, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_linetable_311_writer1, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_linetable_311_writer2, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_lnotab_writer, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_py311_jump_offset, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_remove_dead_code_with_exn_table_entries, test/dynamo/test_bytecode_utils.py::BytecodeHookTests::test_bytecode_hook 2024-12-18T01:21:53.1968647Z 2024-12-18T01:21:56.0930517Z 2024-12-18T01:21:56.0931340Z dynamo/test_hooks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_hooks_1.1_dc58cf90f0b7b427_.log 2024-12-18T01:21:56.0942971Z Running 32 items in this shard: test/dynamo/test_hooks.py::HooksTests::test_complex_state_mutation_in_intermediary_hooks_same_on_inductor, test/dynamo/test_hooks.py::HooksTests::test_complex_state_mutation_in_intermediary_hooks_same_on_inductor_with_graph_break, test/dynamo/test_hooks.py::HooksTests::test_functools_arg_vary, test/dynamo/test_hooks.py::HooksTests::test_hook_with_closure, test/dynamo/test_hooks.py::HooksTests::test_hook_with_nested_closure, test/dynamo/test_hooks.py::HooksTests::test_input_hooks_same, test/dynamo/test_hooks.py::HooksTests::test_intermediary_hooks, test/dynamo/test_hooks.py::HooksTests::test_intermediary_hooks_same_on_aot_eager, test/dynamo/test_hooks.py::HooksTests::test_intermediary_hooks_same_on_inductor, test/dynamo/test_hooks.py::HooksTests::test_intermediate_hook_with_closure_aot, test/dynamo/test_hooks.py::HooksTests::test_intermediate_hook_with_closure_eager, test/dynamo/test_hooks.py::HooksTests::test_nnmodule_hook_guards, test/dynamo/test_hooks.py::HooksTests::test_no_recompile_on_hook_identity_change, test/dynamo/test_hooks.py::HooksTests::test_no_recompile_on_same_hook, test/dynamo/test_hooks.py::HooksTests::test_post_acc_grad_hook, test/dynamo/test_hooks.py::HooksTests::test_recompile, test/dynamo/test_hooks.py::HooksTests::test_register_hook_partial_guarding, test/dynamo/test_hooks.py::HooksTests::test_removed_handle_return, test/dynamo/test_hooks.py::HooksTests::test_tensor_only_register_hook_in_graph_lambda, test/dynamo/test_hooks.py::HooksTests::test_tensor_only_register_hook_in_graph_local, test/dynamo/test_hooks.py::HooksTests::test_tensor_only_register_hook_in_graph_local_inner, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_global_hook, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_global_hooks_handles_in_list, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_in_graph_break_handle_lambda, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_in_graph_break_handle_local, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_in_graph_lambda, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_in_graph_local, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_multi_handle_return, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_repeated_handle_not_local, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_repeated_handle_return, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_multiple_hooks, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_multiple_hooks_handles_in_list 2024-12-18T01:21:56.0953880Z 2024-12-18T01:21:57.4457578Z Running dynamo/test_recompile_ux 1/1 ... [2024-12-18 01:21:57.445060] 2024-12-18T01:21:57.4458342Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:21:57.4460078Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_recompile_ux.py', '-m', 'not serial', '--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 01:21:57.445449] 2024-12-18T01:22:00.3640267Z Running export/test_verifier 1/1 ... [2024-12-18 01:22:00.363386] 2024-12-18T01:22:00.3641035Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:22:00.3643215Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_verifier.py', '-m', 'not serial', '--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 01:22:00.363829] 2024-12-18T01:22:01.9710810Z 2024-12-18T01:22:01.9712563Z dynamo/test_recompile_ux 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_recompile_ux_1.1_19de9175b46c8348_.log 2024-12-18T01:22:01.9719042Z Running 9 items in this shard: test/dynamo/test_recompile_ux.py::RecompileUxTests::test_drop_cache_on_skip, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_dynamic_input, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_fail_on_cache_limit_hit, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_loop_torture, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_mismatched_type, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_multiple_guard_fails, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_multiple_guard_fails_report_all, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_nvfuser_guards, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_verbose_tensor_check 2024-12-18T01:22:01.9723543Z 2024-12-18T01:22:04.9394894Z 2024-12-18T01:22:04.9396237Z export/test_verifier 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_verifier_1.1_6638a379f6e45018_.log 2024-12-18T01:22:04.9402473Z Running 10 items in this shard: test/export/test_verifier.py::TestVerifier::test_ep_verifier_basic, test/export/test_verifier.py::TestVerifier::test_ep_verifier_buffer_mutate, test/export/test_verifier.py::TestVerifier::test_ep_verifier_invalid_buffer, test/export/test_verifier.py::TestVerifier::test_ep_verifier_invalid_output, test/export/test_verifier.py::TestVerifier::test_ep_verifier_invalid_param, test/export/test_verifier.py::TestVerifier::test_verifier_basic, test/export/test_verifier.py::TestVerifier::test_verifier_call_module, test/export/test_verifier.py::TestVerifier::test_verifier_higher_order, test/export/test_verifier.py::TestVerifier::test_verifier_nested_invalid_module, test/export/test_verifier.py::TestVerifier::test_verifier_no_functional 2024-12-18T01:22:04.9407170Z 2024-12-18T01:22:06.2104413Z Running dynamo/test_guard_manager 1/1 ... [2024-12-18 01:22:06.209820] 2024-12-18T01:22:06.2105203Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:22:06.2107043Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_guard_manager.py', '-m', 'not serial', '--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 01:22:06.210224] 2024-12-18T01:22:09.2345617Z Running export/test_sparse 1/1 ... [2024-12-18 01:22:09.233934] 2024-12-18T01:22:09.2346308Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:22:09.2348017Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_sparse.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:22:09.234358] 2024-12-18T01:22:10.8353336Z 2024-12-18T01:22:10.8354472Z dynamo/test_guard_manager 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_guard_manager_1.1_4110dbfb6818c71d_.log 2024-12-18T01:22:10.8365801Z Running 30 items in this shard: test/dynamo/test_guard_manager.py::GuardManagerTests::test_attr_guard_manager, test/dynamo/test_guard_manager.py::GuardManagerTests::test_call_function_no_args_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_clone, test/dynamo/test_guard_manager.py::GuardManagerTests::test_data_ptr_match_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_default_device_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_dict_contains_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_dict_getitem_accessor, test/dynamo/test_guard_manager.py::GuardManagerTests::test_dict_guard_manager, test/dynamo/test_guard_manager.py::GuardManagerTests::test_dict_version_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_diff_guard_manager, test/dynamo/test_guard_manager.py::GuardManagerTests::test_dynamic_indices_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_equals_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_global_state_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_global_state_reason, test/dynamo/test_guard_manager.py::GuardManagerTests::test_global_weakref, test/dynamo/test_guard_manager.py::GuardManagerTests::test_globals, test/dynamo/test_guard_manager.py::GuardManagerTests::test_guard_manager_leaf_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_id_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_item_guard_manager, test/dynamo/test_guard_manager.py::GuardManagerTests::test_lambda_manager, test/dynamo/test_guard_manager.py::GuardManagerTests::test_length_check_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_no_hasattr_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_no_tensor_aliasing_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_python_lambda_leaf_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_tensor_aliasing_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_tensor_match_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_tuple_iterator_getitem, test/dynamo/test_guard_manager.py::GuardManagerTests::test_type_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_type_manager, test/dynamo/test_guard_manager.py::GuardManagerTests::test_weakref_alive_guard 2024-12-18T01:22:10.8376656Z 2024-12-18T01:22:14.2099053Z 2024-12-18T01:22:14.2100015Z export/test_sparse 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_sparse_1.1_099fb22db46527a2_.log 2024-12-18T01:22:14.2174390Z Running 203 items in this shard: test/export/test_sparse.py::TestSparseProp::test_activation_coo, test/export/test_sparse.py::TestSparseProp::test_activation_csr, test/export/test_sparse.py::TestSparseProp::test_add, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int64_SparseCSC, 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test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_idnet_float16_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_idnet_float16_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_idnet_float16_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_idnet_float16_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_idnet_float16_int32_SparseCSR, 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test/export/test_sparse.py::TestSparseProp::test_sumnet_int64_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int64_SparseCSR, 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test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int64_SparseCSR 2024-12-18T01:22:14.2247638Z 2024-12-18T01:22:15.2776406Z Running dynamo/test_input_attr_tracking 1/1 ... [2024-12-18 01:22:15.277055] 2024-12-18T01:22:15.2776950Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:22:15.2778426Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_input_attr_tracking.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:22:15.277525] 2024-12-18T01:22:18.7300411Z Running dynamo/test_minifier 1/1 ... [2024-12-18 01:22:18.729534] 2024-12-18T01:22:18.7300907Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:22:18.7303129Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_minifier.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:22:18.729947] 2024-12-18T01:22:19.9537458Z 2024-12-18T01:22:19.9538833Z dynamo/test_input_attr_tracking 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_input_attr_tracking_1.1_b069ce6acd9c4cca_.log 2024-12-18T01:22:19.9546159Z Running 12 items in this shard: test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_complex_attr_access_with_graph_breaks, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_complex_attr_access_with_inline_reconstruct, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_complex_attr_access_without_graph_breaks, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_const_property_assigned_on_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_const_property_on_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_guards_correctly_property_assigned_on_tensor_type_change, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_guards_correctly_property_assigned_on_tensor_type_change_inductor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_set_data_on_input_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_set_data_on_scoped_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_set_data_on_user_defined_class_input_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_tensor_property_assigned_on_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_tensor_property_on_tensor 2024-12-18T01:22:19.9552474Z 2024-12-18T01:22:23.4590300Z 2024-12-18T01:22:23.4591602Z dynamo/test_minifier 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_minifier_1.1_e3cd4fce9ad0d09c_.log 2024-12-18T01:22:23.4600820Z Running 15 items in this shard: test/dynamo/test_minifier.py::MinifierTests::test_after_dynamo_cpu_accuracy_backend_passes, test/dynamo/test_minifier.py::MinifierTests::test_after_dynamo_cpu_accuracy_error, test/dynamo/test_minifier.py::MinifierTests::test_after_dynamo_cpu_compile_backend_passes, test/dynamo/test_minifier.py::MinifierTests::test_after_dynamo_cpu_compile_error, test/dynamo/test_minifier.py::MinifierTests::test_after_dynamo_cpu_runtime_backend_passes, test/dynamo/test_minifier.py::MinifierTests::test_after_dynamo_cpu_runtime_error, test/dynamo/test_minifier.py::MinifierTests::test_after_dynamo_cuda_accuracy_backend_passes, test/dynamo/test_minifier.py::MinifierTests::test_after_dynamo_cuda_accuracy_error, test/dynamo/test_minifier.py::MinifierTests::test_after_dynamo_cuda_compile_backend_passes, test/dynamo/test_minifier.py::MinifierTests::test_after_dynamo_cuda_compile_error, test/dynamo/test_minifier.py::MinifierTests::test_after_dynamo_cuda_runtime_backend_passes, test/dynamo/test_minifier.py::MinifierTests::test_after_dynamo_cuda_runtime_error, test/dynamo/test_minifier.py::MinifierTests::test_after_dynamo_non_leaf_compile_error, test/dynamo/test_minifier.py::MinifierTests::test_cpu_cuda_module_after_dynamo, test/dynamo/test_minifier.py::MinifierTests::test_if_graph_minified 2024-12-18T01:22:23.4609294Z 2024-12-18T01:22:24.5068036Z Running test_autograd 1/1 ... [2024-12-18 01:22:24.506172] 2024-12-18T01:22:24.5068457Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:22:24.5069575Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_autograd.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:22:24.506587] 2024-12-18T01:22:27.8194189Z Running torch_np/numpy_tests/lib/test_arraysetops 1/1 ... [2024-12-18 01:22:27.818756] 2024-12-18T01:22:27.8194981Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:22:27.8196833Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraysetops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:22:27.819144] 2024-12-18T01:22:32.5441546Z 2024-12-18T01:22:32.5443384Z torch_np/numpy_tests/lib/test_arraysetops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraysetops_1.1_e7e337d381f30911_.log 2024-12-18T01:22:32.5480512Z Running 62 items in this shard: test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary0_prepend0_append_nan_expected_to_end, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary1_prepend1_append1_expected_to_begin, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary2_prepend_nan_append_nan_expected_to_begin, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary0_prepend_65536_append_65540_expected0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary1_prepend1_append1_expected1, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary2_prepend_0_append_0_expected2, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary3_prepend_3_append_-9_expected3, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_both_arrays_are_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_both_arrays_have_structured_dtype, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_char_array, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_errors, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_first_array_is_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_hit_alternate_algorithm, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_second_array_is_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_table_timedelta_fails, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_timedelta_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_timedelta_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_with_arrays_containing_tuples, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d_array_like, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d_indices, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_manyways, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d_char_array, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d_unique, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setxor1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_union1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_2, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_with_axis_axis_-1, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_with_axis_axis_0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_errors, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_list, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_zeros, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_nanequals, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_sort_order_with_axis 2024-12-18T01:22:32.5514931Z 2024-12-18T01:22:35.6474864Z 2024-12-18T01:22:35.6476286Z test_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autograd_1.1_1baa70cf88b3cc1c_.log 2024-12-18T01:22:35.6801548Z Running 637 items in this shard: test/test_autograd.py::TestAutograd::test_access_saved_tensor_twice_without_recomputation_works, test/test_autograd.py::TestAutograd::test_accumulate_grad, test/test_autograd.py::TestAutograd::test_accumulate_grad_posthooks_can_observe_tensor_prehook, test/test_autograd.py::TestAutograd::test_accumulate_grad_posthooks_should_not_execute, test/test_autograd.py::TestAutograd::test_accumulate_grad_tensor_reference, test/test_autograd.py::TestAutograd::test_accumulate_grad_with_zero_numel_grad, test/test_autograd.py::TestAutograd::test_anomaly_assign_parent_cleanup, test/test_autograd.py::TestAutograd::test_anomaly_detect_nan, test/test_autograd.py::TestAutograd::test_anomaly_grad_warnings, test/test_autograd.py::TestAutograd::test_anomaly_mode_no_check_nan, test/test_autograd.py::TestAutograd::test_attribute_deletion, test/test_autograd.py::TestAutograd::test_autograd_inplace_view_of_view, test/test_autograd.py::TestAutograd::test_autograd_inplace_views_creation_meta, test/test_autograd.py::TestAutograd::test_autograd_inplace_views_cross_dtype, test/test_autograd.py::TestAutograd::test_autograd_multiple_views_python, test/test_autograd.py::TestAutograd::test_autograd_node_isinstance, test/test_autograd.py::TestAutograd::test_autograd_print_tensor, test/test_autograd.py::TestAutograd::test_autograd_python_custom_function_inplace, test/test_autograd.py::TestAutograd::test_autograd_simple_views_python, test/test_autograd.py::TestAutograd::test_autograd_views_codegen, test/test_autograd.py::TestAutograd::test_backward, test/test_autograd.py::TestAutograd::test_backward_badcalls, test/test_autograd.py::TestAutograd::test_backward_copy, test/test_autograd.py::TestAutograd::test_backward_create_graph_warns, test/test_autograd.py::TestAutograd::test_backward_hook_relative_ordering, test/test_autograd.py::TestAutograd::test_backward_no_grad, test/test_autograd.py::TestAutograd::test_backward_to_node, test/test_autograd.py::TestAutograd::test_backward_twice_retained_graph_with_saved_values, test/test_autograd.py::TestAutograd::test_backward_twice_retained_graph_without_saved_values, test/test_autograd.py::TestAutograd::test_backward_twice_with_saved_values, test/test_autograd.py::TestAutograd::test_backward_twice_without_saved_values, test/test_autograd.py::TestAutograd::test_backward_with_inputs, test/test_autograd.py::TestAutograd::test_backward_with_nonleaf_inputs, test/test_autograd.py::TestAutograd::test_calculate_shape_util, test/test_autograd.py::TestAutograd::test_callback_adds_callback, test/test_autograd.py::TestAutograd::test_callback_propagates_errors_from_device_thread, test/test_autograd.py::TestAutograd::test_cant_create_saved_tensors, test/test_autograd.py::TestAutograd::test_checkpoint_detects_non_determinism, test/test_autograd.py::TestAutograd::test_checkpoint_sequential_warns_if_use_reentrant_not_passed_explcitly, test/test_autograd.py::TestAutograd::test_checkpoint_valid_reset_on_error, test/test_autograd.py::TestAutograd::test_checkpoint_warns_if_use_reentrant_not_passed_explcitly, test/test_autograd.py::TestAutograd::test_checkpointing, test/test_autograd.py::TestAutograd::test_checkpointing_non_reentrant_autocast_cpu, test/test_autograd.py::TestAutograd::test_checkpointing_non_reentrant_autocast_gpu, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_arbitrary_input_output, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_correct_grad, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_custom_function_works, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_dataparallel, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_detached_tensor_use_reentrant_False, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_detached_tensor_use_reentrant_True, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_input_requires_grad_False, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_input_requires_grad_True, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_memory_savings, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_parameter_used_in_an_out, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_saved_object_identity, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_with_context_fn, test/test_autograd.py::TestAutograd::test_copy_slices_graph_task_updates, test/test_autograd.py::TestAutograd::test_create_graph_and_full_backward_hook_cycle, test/test_autograd.py::TestAutograd::test_current_graph_task_execution_order, test/test_autograd.py::TestAutograd::test_current_graph_task_id, test/test_autograd.py::TestAutograd::test_current_node, test/test_autograd.py::TestAutograd::test_custom_autograd_no_early_free, test/test_autograd.py::TestAutograd::test_custom_autograd_repeated_grad_grad, test/test_autograd.py::TestAutograd::test_custom_function_cycle, test/test_autograd.py::TestAutograd::test_custom_function_error, test/test_autograd.py::TestAutograd::test_custom_function_exception, test/test_autograd.py::TestAutograd::test_custom_function_forward_mode_forward_is_no_op, test/test_autograd.py::TestAutograd::test_custom_function_forward_mode_inplace_checks, test/test_autograd.py::TestAutograd::test_custom_function_forward_mode_non_differentiable, test/test_autograd.py::TestAutograd::test_custom_function_forward_mode_non_tensor_before_tensor_args, test/test_autograd.py::TestAutograd::test_custom_function_forward_mode_view_checks, test/test_autograd.py::TestAutograd::test_custom_function_forward_mode_wrong_formula, test/test_autograd.py::TestAutograd::test_custom_function_local_inplace, test/test_autograd.py::TestAutograd::test_custom_function_mark_dirty_not_differentiable, test/test_autograd.py::TestAutograd::test_custom_function_no_tensors, test/test_autograd.py::TestAutograd::test_custom_function_non_tensor_inputs_outputs, test/test_autograd.py::TestAutograd::test_custom_function_preserve_torch_function_when_return_as_is, test/test_autograd.py::TestAutograd::test_custom_function_return_view_in_nograd, test/test_autograd.py::TestAutograd::test_custom_function_save_for_forward, test/test_autograd.py::TestAutograd::test_custom_function_saved_tensors, test/test_autograd.py::TestAutograd::test_custom_function_setup_context_multi_input, test/test_autograd.py::TestAutograd::test_custom_function_setup_context_multi_output, test/test_autograd.py::TestAutograd::test_custom_function_setup_context_simple, test/test_autograd.py::TestAutograd::test_custom_function_vmap_defaults, test/test_autograd.py::TestAutograd::test_deep_reentrant, test/test_autograd.py::TestAutograd::test_default_saved_tensors_hooks_double_backward, test/test_autograd.py::TestAutograd::test_dep_nograd, test/test_autograd.py::TestAutograd::test_dependent_backward, test/test_autograd.py::TestAutograd::test_detach, test/test_autograd.py::TestAutograd::test_detach_base, test/test_autograd.py::TestAutograd::test_detach_then_inplace_raises_in_autograd, test/test_autograd.py::TestAutograd::test_diagonal_expanded_v, test/test_autograd.py::TestAutograd::test_dir, test/test_autograd.py::TestAutograd::test_disabling_saved_tensor_hooks, test/test_autograd.py::TestAutograd::test_disabling_saved_tensor_hooks_nested, test/test_autograd.py::TestAutograd::test_dont_materialize_grads, test/test_autograd.py::TestAutograd::test_duplicate_backward_root, test/test_autograd.py::TestAutograd::test_enable_grad_decorator_no_paren, test/test_autograd.py::TestAutograd::test_first_grad_fn_access_in_no_grad_mode, test/test_autograd.py::TestAutograd::test_free_deep_graph, test/test_autograd.py::TestAutograd::test_free_deep_graph_complicated, test/test_autograd.py::TestAutograd::test_free_deep_graph_pyfunction, test/test_autograd.py::TestAutograd::test_full_backward_hook_double_backward, 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test/test_autograd.py::TestAutogradForwardModeBatchedGrad::test_metadata_check_for_storage_numel_skipped, test/test_autograd.py::TestAutogradForwardModeBatchedGrad::test_out_of_place_basic, test/test_autograd.py::TestAutogradForwardModeBatchedGrad::test_out_of_place_not_same_layout, test/test_autograd.py::TestAutogradForwardMode::test_advanced_packing_unpacking, test/test_autograd.py::TestAutogradForwardMode::test_backward_graph_destruction, test/test_autograd.py::TestAutogradForwardMode::test_basic_packing_unpacking, test/test_autograd.py::TestAutogradForwardMode::test_codegen_ignores_undefined_outputs, test/test_autograd.py::TestAutogradForwardMode::test_create_new_zeros_with_same_meta, test/test_autograd.py::TestAutogradForwardMode::test_default_level, test/test_autograd.py::TestAutogradForwardMode::test_detach_view_tracking, test/test_autograd.py::TestAutogradForwardMode::test_forward_level_cleanup, test/test_autograd.py::TestAutogradForwardMode::test_fwd_grad_enabled, 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test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_free_unneeded_tensor_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_grad_assignment_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_gradcheck_input_output_different_device_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_multiple_output_view_of_view_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_backprop_base_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_backprop_view_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_backprop_view_of_view_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_gradcheck_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_makes_base_require_grad_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_modify_base_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_multi_output_safe_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_multi_output_unsafe_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_multiple_outputs_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_non_contig_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_of_multiple_output_view_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_of_view_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_python_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_then_no_grad_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_undefined_grad_output_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inputbuffer_add_multidevice_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_min_max_median_backprops_to_all_values_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_mv_grad_stride_0_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_non_differentiable_ops_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_parameter_resize_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_pin_memory_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_pow_real_negative_base_complex_exponent_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_profiler_emit_itt_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_profiler_emit_nvtx_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_pyscalar_conversions_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_reentrant_parent_error_on_cpu_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_requires_grad_factory_cuda_float32, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_requires_grad_factory_cuda_float64, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_resize_version_bump_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_rnn_backward_to_input_but_not_parameters_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_scatter_index_reduce_amin_amax_backprops_to_all_values_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_scatter_index_reduce_prod_gradgrad_error_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_set_requires_grad_only_for_floats_cuda_float16, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_set_requires_grad_only_for_floats_cuda_float32, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_set_requires_grad_only_for_floats_cuda_float64, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_set_requires_grad_only_for_floats_cuda_int16, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_set_requires_grad_only_for_floats_cuda_int32, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_set_requires_grad_only_for_floats_cuda_int64, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_set_requires_grad_only_for_floats_cuda_int8, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_simple_reentrant_cross_device_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_sparse_backward_cuda_complex128, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_sparse_backward_cuda_float64, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_sparse_ctor_getter_backward_cuda_complex128, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_sparse_ctor_getter_backward_cuda_float64, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_sparse_mask_autograd_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_strided_leaf_grad_layout_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_to_r_to_c_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_unused_output_device_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_warning_in_backward_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_where_functional_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_where_scalar_cuda, test/test_autograd.py::TestAutogradMultipleDispatchCUDA::test_autograd_composite_implicit_and_dispatch_registration_cuda, test/test_autograd.py::TestAutogradMultipleDispatchCUDA::test_autograd_multiple_dispatch_registrations_cuda, test/test_autograd.py::TestAutogradMultipleDispatchCUDA::test_backward_single_threaded_cuda, test/test_autograd.py::TestAutogradMultipleDispatchCUDA::test_backward_tls_stash_cuda, test/test_autograd.py::TestAutogradMultipleDispatchCUDA::test_foward_mode_AD_cuda, test/test_autograd.py::TestAutogradMultipleDispatchCUDA::test_is_retain_graph_cuda, test/test_autograd.py::TestAutogradMultipleDispatchCUDA::test_per_dispatch_key_input_saving_cuda, test/test_autograd.py::TestAutogradMultipleDispatchCUDA::test_set_sequence_nr_cuda, test/test_autograd.py::TestAutogradMultipleDispatchCUDA::test_view_copy_cuda 2024-12-18T01:22:35.7121753Z 2024-12-18T01:22:36.8944487Z Running lazy/test_extract_compiled_graph 1/1 ... [2024-12-18 01:22:36.893802] 2024-12-18T01:22:36.8945138Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:22:36.8946649Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_extract_compiled_graph.py', '-m', 'not serial', '--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 01:22:36.894214] 2024-12-18T01:22:38.9145052Z 2024-12-18T01:22:38.9146412Z lazy/test_extract_compiled_graph 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_extract_compiled_graph_1.1_73474ea42ef11214_.log 2024-12-18T01:22:38.9147630Z 2024-12-18T01:22:40.0376192Z Running nn/test_init 1/1 ... [2024-12-18 01:22:40.036862] 2024-12-18T01:22:40.0377237Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:22:40.0378825Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_init.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:22:40.037291] 2024-12-18T01:22:43.6606301Z Running test_functional_autograd_benchmark 1/1 ... [2024-12-18 01:22:43.660007] 2024-12-18T01:22:43.6606905Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:22:43.6608386Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_functional_autograd_benchmark.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:22:43.660427] 2024-12-18T01:22:45.6828782Z 2024-12-18T01:22:45.6832936Z nn/test_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_init_1.1_b46114ed189bfb9c_.log 2024-12-18T01:22:45.6841334Z Running 30 items in this shard: test/nn/test_init.py::TestNNInit::test_calculate_gain_leaky_relu, test/nn/test_init.py::TestNNInit::test_calculate_gain_leaky_relu_only_accepts_numbers, test/nn/test_init.py::TestNNInit::test_calculate_gain_linear, test/nn/test_init.py::TestNNInit::test_calculate_gain_nonlinear, test/nn/test_init.py::TestNNInit::test_calculate_gain_only_accepts_valid_nonlinearities, test/nn/test_init.py::TestNNInit::test_constant, test/nn/test_init.py::TestNNInit::test_deprecation, test/nn/test_init.py::TestNNInit::test_dirac_identity, test/nn/test_init.py::TestNNInit::test_dirac_only_works_on_3_4_5d_inputs, test/nn/test_init.py::TestNNInit::test_dirac_properties, test/nn/test_init.py::TestNNInit::test_eye, test/nn/test_init.py::TestNNInit::test_eye_only_works_on_2d_inputs, test/nn/test_init.py::TestNNInit::test_kaiming_normal, test/nn/test_init.py::TestNNInit::test_kaiming_normal_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_kaiming_normal_warning_on_0element_tensor, test/nn/test_init.py::TestNNInit::test_kaiming_uniform, test/nn/test_init.py::TestNNInit::test_kaiming_uniform_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_kaiming_uniform_warning_on_0element_tensor, test/nn/test_init.py::TestNNInit::test_normal, test/nn/test_init.py::TestNNInit::test_ones_and_zeros, test/nn/test_init.py::TestNNInit::test_orthogonal, test/nn/test_init.py::TestNNInit::test_sparse_default_std, test/nn/test_init.py::TestNNInit::test_sparse_only_works_on_2d_inputs, test/nn/test_init.py::TestNNInit::test_trunc_normal, test/nn/test_init.py::TestNNInit::test_trunc_normal_generator, test/nn/test_init.py::TestNNInit::test_uniform, test/nn/test_init.py::TestNNInit::test_xavier_normal, test/nn/test_init.py::TestNNInit::test_xavier_normal_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_xavier_uniform, test/nn/test_init.py::TestNNInit::test_xavier_uniform_errors_on_inputs_smaller_than_2d 2024-12-18T01:22:45.6849782Z 2024-12-18T01:22:50.9613216Z Running lazy/test_debug_util 1/1 ... [2024-12-18 01:22:50.960426] 2024-12-18T01:22:50.9613925Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:22:50.9619082Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_debug_util.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:22:50.961495] 2024-12-18T01:22:57.4653522Z 2024-12-18T01:22:57.4654645Z lazy/test_debug_util 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_debug_util_1.1_f34fa2df5676d313_.log 2024-12-18T01:22:57.4657922Z Running 1 items in this shard: test/lazy/test_debug_util.py::DebugUtilTest::test_get_python_frames 2024-12-18T01:22:57.4658614Z 2024-12-18T01:23:03.7113852Z Running test_shape_ops 1/1 ... [2024-12-18 01:23:03.710634] 2024-12-18T01:23:03.7114510Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:23:03.7119808Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_shape_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:23:03.711333] 2024-12-18T01:23:10.4986465Z 2024-12-18T01:23:10.4987646Z test_shape_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_shape_ops_1.1_7a93dbdba68dda0c_.log 2024-12-18T01:23:10.5017908Z Running 96 items in this shard: test/test_shape_ops.py::TestShapeOpsCUDA::test_clamp_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_clamp_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_clamp_propagates_nans_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_clamp_raises_arg_errors_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_complex_rot90_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_complex_rot90_cuda_complex64, test/test_shape_ops.py::TestShapeOpsCUDA::test_diag_cuda_bool, test/test_shape_ops.py::TestShapeOpsCUDA::test_diag_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_diagonal_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_diagonal_multidim_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_bfloat16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_bool, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_complex64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_float16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_int16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_int32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_int8, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_uint8, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_bfloat16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_bool, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_complex64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_float16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_int16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_int32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_int8, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_uint8, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_large_tensor_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_bfloat16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_bool, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_complex64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_float16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_int16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_int32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_int8, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_uint8, test/test_shape_ops.py::TestShapeOpsCUDA::test_fliplr_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_fliplr_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_fliplr_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_fliplr_invalid_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_fliplr_invalid_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_fliplr_invalid_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flipud_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_flipud_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flipud_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flipud_invalid_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_flipud_invalid_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flipud_invalid_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_movedim_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_movedim_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_movedim_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_movedim_invalid_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_movedim_invalid_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_movedim_invalid_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_astuple_out_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_bfloat16, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_bool, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_float16, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_int16, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_int32, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_int8, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_uint8, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_discontiguous_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_no_warning_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_non_diff_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_rot90_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_sparse_dense_dim_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_sparse_dense_dim_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_sparse_dense_dim_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_tolist_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_float16, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_int16, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_int32, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_int8, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_uint8, test/test_shape_ops.py::TestShapeOpsCUDA::test_unbind_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_unfold_all_devices_and_dtypes_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_unfold_errors_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_unfold_scalars_cuda 2024-12-18T01:23:10.5045861Z 2024-12-18T01:23:16.1072607Z Running lazy/test_generator 1/1 ... [2024-12-18 01:23:16.106183] 2024-12-18T01:23:16.1074117Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:23:16.1081557Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_generator.py', '-m', 'not serial', '--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 01:23:16.107397] 2024-12-18T01:23:21.3551502Z 2024-12-18T01:23:21.3552494Z lazy/test_generator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_generator_1.1_ca374075cf003272_.log 2024-12-18T01:23:21.3554523Z Running 2 items in this shard: test/lazy/test_generator.py::LazyGeneratorTest::test_generator, test/lazy/test_generator.py::LazyGeneratorTest::test_generator_causes_multiple_compiles 2024-12-18T01:23:21.3555490Z 2024-12-18T01:23:27.0751791Z Running dynamo/test_python_autograd 1/1 ... [2024-12-18 01:23:27.074662] 2024-12-18T01:23:27.0752294Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:23:27.0755327Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_python_autograd.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:23:27.075169] 2024-12-18T01:23:33.0620805Z 2024-12-18T01:23:33.0622426Z dynamo/test_python_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_autograd_1.1_6293ce7b80731a40_.log 2024-12-18T01:23:33.0626230Z Running 5 items in this shard: test/dynamo/test_python_autograd.py::TestPythonAutograd::test_backwards1, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_backwards2, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_forwards1, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_forwards2, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_split 2024-12-18T01:23:33.0629025Z 2024-12-18T01:23:37.9221898Z Running test_package 1/1 ... [2024-12-18 01:23:37.920594] 2024-12-18T01:23:37.9222441Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:23:37.9223891Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_package.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:23:37.921109] 2024-12-18T01:23:44.2557348Z 2024-12-18T01:23:44.2558815Z test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_package_1.1_b4cabe6814490ae8_.log 2024-12-18T01:23:44.2626317Z Running 135 items in this shard: test/test_package.py::TestAnalyze::test_trace_dependencies, test/test_package.py::TestDependencyAPI::test_allow_empty_with_error, test/test_package.py::TestDependencyAPI::test_broken_dependency, test/test_package.py::TestDependencyAPI::test_deny, test/test_package.py::TestDependencyAPI::test_deny_glob, test/test_package.py::TestDependencyAPI::test_extern, test/test_package.py::TestDependencyAPI::test_extern_glob, test/test_package.py::TestDependencyAPI::test_extern_glob_allow_empty, test/test_package.py::TestDependencyAPI::test_externing_c_extension, test/test_package.py::TestDependencyAPI::test_implicit_intern, test/test_package.py::TestDependencyAPI::test_intern_error, test/test_package.py::TestDependencyAPI::test_invalid_import, test/test_package.py::TestDependencyAPI::test_mock, test/test_package.py::TestDependencyAPI::test_mock_glob, test/test_package.py::TestDependencyAPI::test_mock_glob_allow_empty, test/test_package.py::TestDependencyAPI::test_pickle_mocked, test/test_package.py::TestDependencyAPI::test_pickle_mocked_all, test/test_package.py::TestDependencyAPI::test_repackage_mocked_module, test/test_package.py::TestDependencyHooks::test_extern_and_mock_hook, test/test_package.py::TestDependencyHooks::test_multiple_extern_hooks, test/test_package.py::TestDependencyHooks::test_multiple_mock_hooks, test/test_package.py::TestDependencyHooks::test_remove_hooks, test/test_package.py::TestDependencyHooks::test_single_hook, test/test_package.py::TestDiGraph::test_all_paths, test/test_package.py::TestDiGraph::test_contains, test/test_package.py::TestDiGraph::test_contains_non_hashable, test/test_package.py::TestDiGraph::test_edges, test/test_package.py::TestDiGraph::test_forward_closure, test/test_package.py::TestDiGraph::test_iter, test/test_package.py::TestDiGraph::test_node_attr_update, test/test_package.py::TestDiGraph::test_node_attrs, test/test_package.py::TestDiGraph::test_predecessor_not_in_graph, test/test_package.py::TestDiGraph::test_predecessors, test/test_package.py::TestDiGraph::test_successor_not_in_graph, test/test_package.py::TestDiGraph::test_successors, test/test_package.py::DirectoryReaderTest::test_importer_access, test/test_package.py::DirectoryReaderTest::test_loading_has_record, test/test_package.py::DirectoryReaderTest::test_loading_module, test/test_package.py::DirectoryReaderTest::test_loading_pickle, test/test_package.py::DirectoryReaderTest::test_package_resource_access, test/test_package.py::DirectoryReaderTest::test_resource_access_by_path, test/test_package.py::DirectoryReaderTest::test_resource_reader, test/test_package.py::DirectoryReaderTest::test_scriptobject_failure_message, test/test_package.py::TestGlobGroup::test_exclude, test/test_package.py::TestGlobGroup::test_exclude_from_all, test/test_package.py::TestGlobGroup::test_invalid_raw, test/test_package.py::TestGlobGroup::test_list_include_exclude, test/test_package.py::TestGlobGroup::test_one_star, test/test_package.py::TestGlobGroup::test_one_star_middle, test/test_package.py::TestGlobGroup::test_one_star_multiple_in_component, test/test_package.py::TestGlobGroup::test_one_star_partial, test/test_package.py::TestGlobGroup::test_one_star_partial_extension, test/test_package.py::TestGlobGroup::test_raw_two_star, test/test_package.py::TestGlobGroup::test_two_star, test/test_package.py::TestGlobGroup::test_two_star_end, test/test_package.py::TestGlobGroup::test_two_star_middle, test/test_package.py::TestGlobGroup::test_two_star_multiple, test/test_package.py::TestImporter::test_ordered_importer_basic, test/test_package.py::TestImporter::test_ordered_importer_whichmodule, test/test_package.py::TestImporter::test_package_importer_whichmodule_no_dunder_module, test/test_package.py::TestImporter::test_single_ordered_importer, test/test_package.py::TestImporter::test_sys_importer, test/test_package.py::TestImporter::test_sys_importer_roundtrip, test/test_package.py::TestLoadBCPackages::test_load_bc_packages_fx_module, test/test_package.py::TestLoadBCPackages::test_load_bc_packages_nn_module, test/test_package.py::TestLoadBCPackages::test_load_bc_packages_torchscript_module, test/test_package.py::TestMangling::test_demangle_base, test/test_package.py::TestMangling::test_demangler_multiple_manglers, test/test_package.py::TestMangling::test_is_mangled, test/test_package.py::TestMangling::test_mangle_empty_errors, test/test_package.py::TestMangling::test_mangle_prefix, test/test_package.py::TestMangling::test_mangler_is_consistent, test/test_package.py::TestMangling::test_package_mangler, test/test_package.py::TestMangling::test_roundtrip_mangling, test/test_package.py::TestMangling::test_unique_manglers, test/test_package.py::TestMangling::test_unique_module_names, test/test_package.py::TestMisc::test_dunder_package_present, test/test_package.py::TestMisc::test_dunder_package_works_from_package, test/test_package.py::TestMisc::test_exporter_content_lists, test/test_package.py::TestMisc::test_file_structure, test/test_package.py::TestMisc::test_file_structure_has_file, test/test_package.py::TestMisc::test_inspect_class, test/test_package.py::TestMisc::test_is_from_package, test/test_package.py::TestMisc::test_load_python_version_from_package, test/test_package.py::TestMisc::test_loaders_that_remap_files_work_ok, test/test_package.py::TestMisc::test_python_version, test/test_package.py::TestMisc::test_std_lib_sys_hackery_checks, test/test_package.py::ModelTest::test_model_save, test/test_package.py::ModelTest::test_resnet, test/test_package.py::ModelTest::test_script_resnet, test/test_package.py::TestPackageFX::test_package_fx_custom_tracer, test/test_package.py::TestPackageFX::test_package_fx_package, test/test_package.py::TestPackageFX::test_package_fx_simple, test/test_package.py::TestPackageFX::test_package_fx_with_imports, test/test_package.py::TestPackageFX::test_package_fx_wrap, test/test_package.py::TestPackageFX::test_package_then_fx, test/test_package.py::TestPackageScript::test_different_package_interface, test/test_package.py::TestPackageScript::test_different_package_script_class, test/test_package.py::TestPackageScript::test_load_shared_scriptmodules, test/test_package.py::TestPackageScript::test_load_shared_tensors, test/test_package.py::TestPackageScript::test_load_shared_tensors_repackaged, test/test_package.py::TestPackageScript::test_mixing_packaged_and_inline_modules, test/test_package.py::TestPackageScript::test_mixing_packaged_and_inline_modules_shared_code, test/test_package.py::TestPackageScript::test_package_interface, test/test_package.py::TestPackageScript::test_package_script_class, test/test_package.py::TestPackageScript::test_package_script_class_referencing_self, test/test_package.py::TestPackageScript::test_save_eager_mods_sharing_scriptmodule, test/test_package.py::TestPackageScript::test_save_independent_scriptmodules, test/test_package.py::TestPackageScript::test_save_repeat_scriptmodules, test/test_package.py::TestPackageScript::test_save_scriptmodule, test/test_package.py::TestPackageScript::test_save_scriptmodule_file, test/test_package.py::TestPackageScript::test_save_scriptmodule_only_necessary_code, test/test_package.py::TestPackageScript::test_save_scriptmodule_with_submods, test/test_package.py::TestPackageScript::test_save_scriptmodules_in_container, test/test_package.py::TestPackageScript::test_save_scriptmodules_submod_redefinition, test/test_package.py::TestPackageScript::test_save_shared_tensors, test/test_package.py::TestPackageScript::test_saving_and_scripting_packaged_mod, test/test_package.py::TestPackageScript::test_scriptmodules_repeat_save, test/test_package.py::TestPackageScript::test_tensor_sharing_pickle, test/test_package.py::TestRepackage::test_repackage_import_indirectly_via_parent_module, test/test_package.py::TestResources::test_importer_access, test/test_package.py::TestResources::test_package_resource_access, test/test_package.py::TestResources::test_resource_access_by_path, test/test_package.py::TestResources::test_resource_reader, test/test_package.py::TestSaveLoad::test_bad_dunder_imports, test/test_package.py::TestSaveLoad::test_dunder_imports, test/test_package.py::TestSaveLoad::test_exporting_mismatched_code, test/test_package.py::TestSaveLoad::test_pickle, test/test_package.py::TestSaveLoad::test_pickle_long_name_with_protocol_4, test/test_package.py::TestSaveLoad::test_save_imported_module, test/test_package.py::TestSaveLoad::test_save_imported_module_using_package_importer, test/test_package.py::TestSaveLoad::test_save_module, test/test_package.py::TestSaveLoad::test_save_module_binary, test/test_package.py::TestSaveLoad::test_saving_source, test/test_package.py::TestSaveLoad::test_saving_string 2024-12-18T01:23:44.2680026Z 2024-12-18T01:23:49.9635481Z Running dynamo/test_comptime 1/1 ... [2024-12-18 01:23:49.962848] 2024-12-18T01:23:49.9637317Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:23:49.9639038Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_comptime.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:23:49.963422] 2024-12-18T01:23:56.2036597Z 2024-12-18T01:23:56.2037946Z dynamo/test_comptime 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_comptime_1.1_ad8a6fbe2f5d31d0_.log 2024-12-18T01:23:56.2043667Z Running 12 items in this shard: test/dynamo/test_comptime.py::ComptimeTests::test_get_local, test/dynamo/test_comptime.py::ComptimeTests::test_get_local_closure_variable, test/dynamo/test_comptime.py::ComptimeTests::test_graph_break, test/dynamo/test_comptime.py::ComptimeTests::test_print_bt, test/dynamo/test_comptime.py::ComptimeTests::test_print_direct, test/dynamo/test_comptime.py::ComptimeTests::test_print_disas, test/dynamo/test_comptime.py::ComptimeTests::test_print_graph, test/dynamo/test_comptime.py::ComptimeTests::test_print_guards, test/dynamo/test_comptime.py::ComptimeTests::test_print_locals, test/dynamo/test_comptime.py::ComptimeTests::test_print_single, test/dynamo/test_comptime.py::ComptimeTests::test_print_value_stack, test/dynamo/test_comptime.py::ComptimeTests::test_sleep 2024-12-18T01:23:56.2049128Z 2024-12-18T01:24:01.7919248Z Running test_view_ops 1/1 ... [2024-12-18 01:24:01.791388] 2024-12-18T01:24:01.7919802Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:24:01.7921522Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_view_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:24:01.791810] 2024-12-18T01:24:08.4747902Z 2024-12-18T01:24:08.4749362Z test_view_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_view_ops_1.1_8038f5499f048276_.log 2024-12-18T01:24:08.4882039Z Running 278 items in this shard: test/test_view_ops.py::TestViewOpsCUDA::test_T_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_advanced_indexing_assignment_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_advanced_indexing_nonview_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_as_strided_gradients_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_as_strided_inplace_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_as_strided_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_basic_indexing_ellipses_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_basic_indexing_newaxis_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_basic_indexing_slice_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_chunk_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_conj_imag_view_cuda_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_conj_imag_view_cuda_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_conj_self_cuda_bfloat16, test/test_view_ops.py::TestViewOpsCUDA::test_conj_self_cuda_float16, test/test_view_ops.py::TestViewOpsCUDA::test_conj_self_cuda_float32, test/test_view_ops.py::TestViewOpsCUDA::test_conj_self_cuda_float64, test/test_view_ops.py::TestViewOpsCUDA::test_conj_self_cuda_int16, test/test_view_ops.py::TestViewOpsCUDA::test_conj_self_cuda_int32, test/test_view_ops.py::TestViewOpsCUDA::test_conj_self_cuda_int64, test/test_view_ops.py::TestViewOpsCUDA::test_conj_self_cuda_int8, test/test_view_ops.py::TestViewOpsCUDA::test_conj_self_cuda_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_conj_view_with_shared_memory_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_contiguous_nonview_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_contiguous_self_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_diagonal_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_expand_as_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_expand_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_flatten_nonview_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_flatten_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_imag_noncomplex_cuda_bfloat16, test/test_view_ops.py::TestViewOpsCUDA::test_imag_noncomplex_cuda_float16, test/test_view_ops.py::TestViewOpsCUDA::test_imag_noncomplex_cuda_float32, test/test_view_ops.py::TestViewOpsCUDA::test_imag_noncomplex_cuda_float64, test/test_view_ops.py::TestViewOpsCUDA::test_imag_noncomplex_cuda_int16, test/test_view_ops.py::TestViewOpsCUDA::test_imag_noncomplex_cuda_int32, test/test_view_ops.py::TestViewOpsCUDA::test_imag_noncomplex_cuda_int64, test/test_view_ops.py::TestViewOpsCUDA::test_imag_noncomplex_cuda_int8, test/test_view_ops.py::TestViewOpsCUDA::test_imag_noncomplex_cuda_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_movedim_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_narrow_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_permute_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_real_imag_view_cuda_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_real_imag_view_cuda_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_reshape_as_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_reshape_nonview_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_reshape_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_select_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_bfloat16, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_bool, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_float16, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_float32, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_float64, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_int16, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_int32, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_int64, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_int8, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_bfloat16, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_bool, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_float16, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_float32, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_float64, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_int16, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_int32, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_int64, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_int8, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_split_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_squeeze_inplace_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_squeeze_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_t_inplace_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_t_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_transpose_inplace_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_transpose_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_unbind_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_unbind_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_unfold_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_unsqueeze_inplace_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_unsqueeze_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_view_as_complex_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_view_as_real_cuda_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_view_as_real_cuda_complex32, test/test_view_ops.py::TestViewOpsCUDA::test_view_as_real_cuda_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_view_as_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_view_copy_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_view_copy_out_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_view_copy_output_contiguous_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_bool, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_float16, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_float32, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_float64, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_int16, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_int32, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_int64, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_int8, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_bfloat16, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_bool, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_float16, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_float32, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_float64, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_int16, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_int32, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_int64, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_int8, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_bfloat16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_bool, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_float16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_float32, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_float64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_int16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_int32, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_int64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_int8, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_bfloat16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_bool, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_float16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_float32, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_float64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_int16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_int32, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_int64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_int8, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_bfloat16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_bool, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_float16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_float32, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_float64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_int16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_int32, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_int64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_int8, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_bfloat16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_bool, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_float16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_float32, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_float64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_int16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_int32, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_int64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_int8, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_view_view_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_T_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_complex128, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_complex64, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_float16, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_float64, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_int16, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_int32, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_int64, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_int8, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_uint8, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_gradient_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_big_transpose_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_shapes_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_tensors_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_bool, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_complex128, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_complex64, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_float16, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_float64, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_int16, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_int32, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_int64, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_int8, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_uint8, test/test_view_ops.py::TestOldViewOpsCUDA::test_chunk_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_conj_neg_view_numpy_error_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_contiguous_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_crow_col_indices_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_empty_reshape_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_expand_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_flatten_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_memory_format_resize__cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_memory_format_resize_as_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_narrow_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_narrow_tensor_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_python_types_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_ravel_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_bfloat16, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_bool, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_complex128, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_complex64, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_float16, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_float64, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_int16, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_int32, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_int64, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_int8, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_uint8, test/test_view_ops.py::TestOldViewOpsCUDA::test_resize_all_dtypes_and_devices_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_resize_as_all_dtypes_and_devices_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_resize_as_preserves_strides_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_resize_overflow_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_split_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_t_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_errors_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_bool, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_complex128, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_complex64, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_float16, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_float64, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_int16, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_int32, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_int64, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_int8, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_uint8, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_bool, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_complex128, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_complex64, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_float16, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_float64, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_int16, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_int32, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_int64, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_int8, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_uint8, test/test_view_ops.py::TestOldViewOpsCUDA::test_transpose_invalid_cuda_complex128, test/test_view_ops.py::TestOldViewOpsCUDA::test_transpose_invalid_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_transpose_invalid_cuda_int64, test/test_view_ops.py::TestOldViewOpsCUDA::test_transpose_vs_numpy_cuda_complex128, test/test_view_ops.py::TestOldViewOpsCUDA::test_transpose_vs_numpy_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_transpose_vs_numpy_cuda_int64, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_bfloat16, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_bool, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_complex128, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_complex64, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_float16, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_float64, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_int16, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_int32, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_int64, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_int8, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_uint8, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_bfloat16, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_bool, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_complex128, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_complex64, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_float16, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_float64, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_int16, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_int32, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_int64, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_int8, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_uint8, test/test_view_ops.py::TestOldViewOpsCUDA::test_unsqueeze_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_view_all_dtypes_and_devices_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_view_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_view_empty_cuda 2024-12-18T01:24:08.5012257Z 2024-12-18T01:24:13.8150638Z Running test_scatter_gather_ops 1/1 ... [2024-12-18 01:24:13.814437] 2024-12-18T01:24:13.8151416Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:24:13.8153215Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_scatter_gather_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:24:13.814867] 2024-12-18T01:24:19.9508382Z 2024-12-18T01:24:19.9511002Z test_scatter_gather_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_scatter_gather_ops_1.1_357ac9bbbd843296_.log 2024-12-18T01:24:19.9576883Z Running 73 items in this shard: test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_backward_with_empty_index_tensor_sparse_grad_False_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_backward_with_empty_index_tensor_sparse_grad_False_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_backward_with_empty_index_tensor_sparse_grad_True_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_backward_with_empty_index_tensor_sparse_grad_True_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_bool_cuda_bool, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_expanded_index_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_expanded_index_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_expanded_index_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__reductions_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__reductions_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__scalar_cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__scalar_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__scalar_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_add__cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_add__cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_add__cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_add_mult_index_base_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_expanded_index_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_expanded_index_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_expanded_index_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_expanded_index_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_complex128, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_uint8 2024-12-18T01:24:19.9622076Z 2024-12-18T01:24:26.1605855Z Running test_cuda_multigpu 1/1 ... [2024-12-18 01:24:26.159973] 2024-12-18T01:24:26.1606395Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:24:26.1607852Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cuda_multigpu.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:24:26.160392] 2024-12-18T01:24:32.9998545Z 2024-12-18T01:24:33.0000110Z test_cuda_multigpu 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_multigpu_1.1_35a2e9155c675ef4_.log 2024-12-18T01:24:33.0023337Z Running 60 items in this shard: test/test_cuda_multigpu.py::TestCudaMultiGPU::test_autogpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_caching_pinned_memory_multi_gpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cat_autogpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_copy_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_copy_streams, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_device_memory_allocated, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_init_race, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_memory_leak_detection, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_set_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_synchronize, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_current_stream, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_default_stream, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_events_multi_gpu_elapsed_time, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_events_multi_gpu_query, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_events_wait, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_external_streams, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_external_streams_multi_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_get_set_rng_state_all, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_grad_scaling_device_as_key, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_grad_scaling_multigpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_grad_scaling_scale, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_load_nonexistent_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_mem_get_info, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_memory_stats_multigpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_multigpu_serialization_remap, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_multigpu_serialization_remap_dict, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_multigpu_storage_clone, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_new, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_rng_state_offset, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_stream_context, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_stream_event_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_stream_event_nogil, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streaming_backwards_device_transfer, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streams_multi_gpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streams_multi_gpu_eq, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streams_multi_gpu_query, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streams_priority, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_tensor_device, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_coalesced, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_coalesced_dense_only, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_coalesced_empty_tensors, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_cpu, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_gpu, test/test_cuda_multigpu.py::TestCudaComm::test_gather, test/test_cuda_multigpu.py::TestCudaComm::test_gather_dim, test/test_cuda_multigpu.py::TestCudaComm::test_gather_namedtuple, test/test_cuda_multigpu.py::TestCudaComm::test_gather_neg_dim, test/test_cuda_multigpu.py::TestCudaComm::test_memory_format_scatter_gather, test/test_cuda_multigpu.py::TestCudaComm::test_reduce_add, test/test_cuda_multigpu.py::TestCudaComm::test_reduce_add_coalesced, test/test_cuda_multigpu.py::TestCudaComm::test_reduce_add_coalesced_dense_only, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_cpu, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_cpu_dim, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_cpu_neg_dim, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_cpu_sizes, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_gpu, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_gpu_dim, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_gpu_neg_dim, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_gpu_sizes, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_namedtuple 2024-12-18T01:24:33.0047205Z 2024-12-18T01:24:37.3627836Z 2024-12-18T01:24:37.3629234Z test_functional_autograd_benchmark 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functional_autograd_benchmark_1.1_ce2253ae4a42e01e_.log 2024-12-18T01:24:37.3631275Z Running 2 items in this shard: test/test_functional_autograd_benchmark.py::TestFunctionalAutogradBenchmark::test_fast_tasks, test/test_functional_autograd_benchmark.py::TestFunctionalAutogradBenchmark::test_slow_tasks 2024-12-18T01:24:38.5879969Z 2024-12-18T01:24:38.5880836Z Running lazy/test_reuse_ir 1/1 ... [2024-12-18 01:24:38.587391] 2024-12-18T01:24:38.5881526Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:24:38.5885440Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_reuse_ir.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:24:38.588092] 2024-12-18T01:24:42.6339712Z Running functorch/test_rearrange 1/1 ... [2024-12-18 01:24:42.633067] 2024-12-18T01:24:42.6340417Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:24:42.6342051Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_rearrange.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:24:42.633520] 2024-12-18T01:24:44.1762443Z 2024-12-18T01:24:44.1763285Z lazy/test_reuse_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_reuse_ir_1.1_7ad71c12760f8450_.log 2024-12-18T01:24:44.1765083Z Running 4 items in this shard: test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAdd, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAddSub, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAddSubFallback, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testBatchNorm 2024-12-18T01:24:44.1766593Z 2024-12-18T01:24:47.4610728Z 2024-12-18T01:24:47.4611871Z functorch/test_rearrange 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_rearrange_1.1_37d32c6c4c148ff2_.log 2024-12-18T01:24:47.4616232Z Running 10 items in this shard: test/functorch/test_rearrange.py::TestRearrange::test_0_dim_tensor, test/functorch/test_rearrange.py::TestRearrange::test_collapsed_ellipsis_errors_out, test/functorch/test_rearrange.py::TestRearrange::test_concatenations_and_stacking, test/functorch/test_rearrange.py::TestRearrange::test_dimension_mismatch_no_ellipsis, test/functorch/test_rearrange.py::TestRearrange::test_dimension_mismatch_with_ellipsis, test/functorch/test_rearrange.py::TestRearrange::test_ellipsis_ops, test/functorch/test_rearrange.py::TestRearrange::test_rearrange_consistency, test/functorch/test_rearrange.py::TestRearrange::test_rearrange_permutations, test/functorch/test_rearrange.py::TestRearrange::test_squeeze, test/functorch/test_rearrange.py::TestRearrange::test_unsqueeze 2024-12-18T01:24:47.4619813Z 2024-12-18T01:24:48.6970023Z Running functorch/test_parsing 1/1 ... [2024-12-18 01:24:48.696425] 2024-12-18T01:24:48.6971073Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:24:48.6972777Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_parsing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:24:48.696870] 2024-12-18T01:24:51.9219817Z Running test_mkl_verbose 1/1 ... [2024-12-18 01:24:51.921471] 2024-12-18T01:24:51.9220265Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:24:51.9224841Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkl_verbose.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:24:51.922062] 2024-12-18T01:24:53.3212582Z 2024-12-18T01:24:53.3213724Z functorch/test_parsing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_parsing_1.1_6dde2bc3a8a287fe_.log 2024-12-18T01:24:53.3219292Z Running 12 items in this shard: test/functorch/test_parsing.py::TestAnonymousAxis::test_anonymous_axes, test/functorch/test_parsing.py::TestParsedExpression::test_elementary_axis_name, test/functorch/test_parsing.py::TestParsedExpression::test_invalid_expressions, test/functorch/test_parsing.py::TestParsedExpression::test_parse_expression, test/functorch/test_parsing.py::TestParsingUtils::test_ellipsis_invalid_identifier, test/functorch/test_parsing.py::TestParsingUtils::test_ellipsis_matching, test/functorch/test_parsing.py::TestParsingUtils::test_left_parenthesized_ellipsis, test/functorch/test_parsing.py::TestParsingUtils::test_parse_pattern_number_of_arrows, test/functorch/test_parsing.py::TestValidateRearrangeExpressions::test_identifier_mismatch, test/functorch/test_parsing.py::TestValidateRearrangeExpressions::test_non_unitary_anonymous_axes_raises_error, test/functorch/test_parsing.py::TestValidateRearrangeExpressions::test_unexpected_axes_lengths, test/functorch/test_parsing.py::TestValidateRearrangeExpressions::test_validate_axes_lengths_are_integers 2024-12-18T01:24:53.3224784Z 2024-12-18T01:24:56.4970636Z 2024-12-18T01:24:56.4971512Z test_mkl_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkl_verbose_1.1_23f3f485a278e9a2_.log 2024-12-18T01:24:56.4972686Z Running 2 items in this shard: test/test_mkl_verbose.py::TestMKLVerbose::test_verbose_off, test/test_mkl_verbose.py::TestMKLVerbose::test_verbose_on 2024-12-18T01:24:56.4973625Z 2024-12-18T01:24:57.6881798Z Running test_tensorboard 1/1 ... [2024-12-18 01:24:57.687629] 2024-12-18T01:24:57.6882249Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:24:57.6884048Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_tensorboard.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:24:57.688037] 2024-12-18T01:25:00.8262932Z Running test_transformers 1/1 ... [2024-12-18 01:25:00.825722] 2024-12-18T01:25:00.8263386Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:25:00.8265393Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_transformers.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:25:00.826110] 2024-12-18T01:25:02.8794958Z 2024-12-18T01:25:02.8796203Z test_tensorboard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensorboard_1.1_1e5c3b1b7817f1a9_.log 2024-12-18T01:25:02.8814037Z Running 50 items in this shard: test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_autograd_np, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_histogram, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_histogram_raw, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_np, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_write, test/test_tensorboard.py::TestTensorBoardUtils::test_convert_to_HWC_dtype_remains_same, test/test_tensorboard.py::TestTensorBoardUtils::test_numpy_vid_uint8, test/test_tensorboard.py::TestTensorBoardUtils::test_prepare_video, test/test_tensorboard.py::TestTensorBoardUtils::test_to_HWC, test/test_tensorboard.py::TestTensorBoardWriter::test_writer, test/test_tensorboard.py::TestTensorBoardSummaryWriter::test_pathlib, test/test_tensorboard.py::TestTensorBoardSummaryWriter::test_summary_writer_close, test/test_tensorboard.py::TestTensorBoardSummaryWriter::test_summary_writer_ctx, test/test_tensorboard.py::TestTensorBoardEmbedding::test_embedding, test/test_tensorboard.py::TestTensorBoardEmbedding::test_embedding_64, test/test_tensorboard.py::TestTensorBoardSummary::test_audio, test/test_tensorboard.py::TestTensorBoardSummary::test_custom_scalars, test/test_tensorboard.py::TestTensorBoardSummary::test_empty_input, test/test_tensorboard.py::TestTensorBoardSummary::test_float32_image, test/test_tensorboard.py::TestTensorBoardSummary::test_histogram_auto, test/test_tensorboard.py::TestTensorBoardSummary::test_histogram_doane, test/test_tensorboard.py::TestTensorBoardSummary::test_histogram_fd, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_3_channel_batched, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_boxes, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_one_channel, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_one_channel_batched, test/test_tensorboard.py::TestTensorBoardSummary::test_image_without_channel, test/test_tensorboard.py::TestTensorBoardSummary::test_list_input, test/test_tensorboard.py::TestTensorBoardSummary::test_mesh, test/test_tensorboard.py::TestTensorBoardSummary::test_scalar_new_style, test/test_tensorboard.py::TestTensorBoardSummary::test_text, test/test_tensorboard.py::TestTensorBoardSummary::test_uint8_image, test/test_tensorboard.py::TestTensorBoardSummary::test_video, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_mlp_graph, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_nested_nn_squential, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_pytorch_graph, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_pytorch_graph_dict_input, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_torchvision_smoke, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_wrong_input_size, test/test_tensorboard.py::TestTensorBoardFigure::test_figure, test/test_tensorboard.py::TestTensorBoardFigure::test_figure_list, test/test_tensorboard.py::TestTensorBoardNumpy::test_pytorch_np_expect_fail, test/test_tensorboard.py::TestTensorBoardNumpy::test_scalar, test/test_tensorboard.py::TestTensorProtoSummary::test_complex_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_empty_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_float_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_half_tensor_proto_bfloat16_proto_type_14, test/test_tensorboard.py::TestTensorProtoSummary::test_half_tensor_proto_float16_proto_type_19, test/test_tensorboard.py::TestTensorProtoSummary::test_int_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_scalar_tensor_proto 2024-12-18T01:25:02.8831106Z 2024-12-18T01:25:07.2367744Z Running test_license 1/1 ... [2024-12-18 01:25:07.236162] 2024-12-18T01:25:07.2368169Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:25:07.2371140Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_license.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:25:07.236619] 2024-12-18T01:25:11.7107881Z 2024-12-18T01:25:11.7109040Z test_license 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_license_1.1_d21fa0336729e4c8_.log 2024-12-18T01:25:11.7110214Z Running 2 items in this shard: test/test_license.py::TestLicense::test_distinfo_license, test/test_license.py::TestLicense::test_license_for_wheel 2024-12-18T01:25:11.7110863Z 2024-12-18T01:25:16.0389858Z Running test_comparison_utils 1/1 ... [2024-12-18 01:25:16.038465] 2024-12-18T01:25:16.0390342Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:25:16.0392043Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_comparison_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:25:16.038858] 2024-12-18T01:25:20.5136508Z 2024-12-18T01:25:20.5137729Z test_comparison_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_comparison_utils_1.1_88efe8676bea73bd_.log 2024-12-18T01:25:20.5140750Z Running 7 items in this shard: test/test_comparison_utils.py::TestComparisonUtils::test_all_equal_no_assert, test/test_comparison_utils.py::TestComparisonUtils::test_all_equal_no_assert_nones, test/test_comparison_utils.py::TestComparisonUtils::test_assert_device, test/test_comparison_utils.py::TestComparisonUtils::test_assert_dtype, test/test_comparison_utils.py::TestComparisonUtils::test_assert_layout, test/test_comparison_utils.py::TestComparisonUtils::test_assert_sizes, test/test_comparison_utils.py::TestComparisonUtils::test_assert_strides 2024-12-18T01:25:20.5143164Z 2024-12-18T01:25:24.8056797Z Running test_mkldnn_verbose 1/1 ... [2024-12-18 01:25:24.805090] 2024-12-18T01:25:24.8057309Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:25:24.8059466Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkldnn_verbose.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:25:24.805496] 2024-12-18T01:25:29.3293035Z 2024-12-18T01:25:29.3294322Z test_mkldnn_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_verbose_1.1_5cdddcd30cf14e54_.log 2024-12-18T01:25:29.3295647Z Running 2 items in this shard: test/test_mkldnn_verbose.py::TestMKLDNNVerbose::test_verbose_off, test/test_mkldnn_verbose.py::TestMKLDNNVerbose::test_verbose_on 2024-12-18T01:25:29.3296372Z 2024-12-18T01:25:33.5181660Z Running test_autoload 1/1 ... [2024-12-18 01:25:33.517587] 2024-12-18T01:25:33.5182342Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:25:33.5187148Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_autoload.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:25:33.518237] 2024-12-18T01:25:36.2735060Z 2024-12-18T01:25:36.2735919Z test_transformers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_transformers_1.1_84ac1ac203d78e53_.log 2024-12-18T01:25:37.4213865Z 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, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_script_encoder_subclass_cuda, test/test_transformers.py::TestTransformersCUDA::test_script_mha_in_proj_weight_none_cuda, test/test_transformers.py::TestTransformersCUDA::test_self_attn_TxT_attn_mask_cuda, test/test_transformers.py::TestTransformersCUDA::test_train_with_is_causal_cuda, test/test_transformers.py::TestTransformersCUDA::test_train_with_pad_and_catch_error_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformer_bias_is_none_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_False_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_True_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_False_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_True_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_False_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_False_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_True_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_True_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_False_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_False_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_True_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_True_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_False_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_False_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_True_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_True_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_no_fastpath_with_hooks_nhead_3_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_no_fastpath_with_hooks_nhead_4_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_1_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_4_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_8_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_subclass_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_subclass_model_cuda, test/test_transformers.py::TestTransformersCUDA::test_with_nested_tensor_input_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_dispatch_fails_no_backend_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_atteention_large_bf16_nan_values_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_attention_fail_with_non_square_causal_attention_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_autocast_fp32_bfloat16_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_autocast_fp32_float16_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_193_dropout_p_0_0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_193_dropout_p_0_2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_256_dropout_p_0_0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_256_dropout_p_0_2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_fail_fp32_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_nested_broadcasting_error_cases_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_nested_broadcasting_requires_grad_failure_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_seq_len_0_inputs_fused_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_seq_len_0_inputs_fused_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_attn_mask_present_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_broadcast_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_broadcast_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_broadcast_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_dim_3_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_dim_3_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_dim_3_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_head_dim_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_head_dim_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_head_dim_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_invalid_dtype_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_invalid_dtype_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_invalid_dtype_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_last_dim_stride_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_last_dim_stride_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_last_dim_stride_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sdpa_kernel_grouped_query_attention_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 2024-12-18T01:25:38.5513680Z 2024-12-18T01:25:38.5513692Z 2024-12-18T01:25:38.5514217Z test_autoload 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autoload_1.1_a4a1a5f663908a25_.log 2024-12-18T01:25:38.5515184Z Running 1 items in this shard: test/test_autoload.py::TestDeviceBackendAutoload::test_autoload 2024-12-18T01:25:38.5515661Z 2024-12-18T01:25:40.8344709Z Running test_utils_config_module 1/1 ... [2024-12-18 01:25:40.833824] 2024-12-18T01:25:40.8345301Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:25:40.8346734Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_utils_config_module.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:25:40.834212] 2024-12-18T01:25:42.4164690Z Running torch_np/numpy_tests/lib/test_function_base 1/1 ... [2024-12-18 01:25:42.415706] 2024-12-18T01:25:42.4165691Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:25:42.4166936Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_function_base.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:25:42.416197] 2024-12-18T01:25:45.4588947Z 2024-12-18T01:25:45.4590319Z test_utils_config_module 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_utils_config_module_1.1_9037e1e3f5a4aac3_.log 2024-12-18T01:25:45.4597898Z Running 15 items in this shard: test/test_utils_config_module.py::TestConfigModule::test_bad_jk_type, test/test_utils_config_module.py::TestConfigModule::test_base_value_loading, test/test_utils_config_module.py::TestConfigModule::test_codegen_config, test/test_utils_config_module.py::TestConfigModule::test_dict_copy_semantics, test/test_utils_config_module.py::TestConfigModule::test_env_name_semantics, test/test_utils_config_module.py::TestConfigModule::test_get_hash, test/test_utils_config_module.py::TestConfigModule::test_make_closur_patcher, test/test_utils_config_module.py::TestConfigModule::test_none_override_semantics, test/test_utils_config_module.py::TestConfigModule::test_overrides, test/test_utils_config_module.py::TestConfigModule::test_patch, test/test_utils_config_module.py::TestConfigModule::test_reference_semantics, test/test_utils_config_module.py::TestConfigModule::test_save_config, test/test_utils_config_module.py::TestConfigModule::test_save_config_portable, test/test_utils_config_module.py::TestConfigModule::test_type_loading, test/test_utils_config_module.py::TestConfigModule::test_unittest_patch 2024-12-18T01:25:45.4605598Z 2024-12-18T01:25:48.5945194Z 2024-12-18T01:25:48.5947168Z torch_np/numpy_tests/lib/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_function_base_1.1_d07da34e3e25e71d_.log 2024-12-18T01:25:48.6170820Z Running 505 items in this shard: test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_basic, 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test/torch_np/numpy_tests/lib/test_function_base.py::TestAll::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAll::test_nd, test/torch_np/numpy_tests/lib/test_function_base.py::TestCopy::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestCopy::test_order, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_average_class_without_dtype, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_basic_keepdims_x0_axis0_expected_avg0_weights0_expected_wavg0_expected_wsum0, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_basic_keepdims_x1_axis_0_expected_avg1_weights1_expected_wavg1_expected_wsum1, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_returned, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_upcasting, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_weights, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_broadcasting, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_deprecated_empty, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_many_arguments, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_non_bool_deprecation, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_return_dtype, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_0d, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_array_copied, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_floats, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_out_of_bounds_idx_-4, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_out_of_bounds_idx_4, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_multidim, test/torch_np/numpy_tests/lib/test_function_base.py::TestAmax::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAmin::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestPtp::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestCumsum::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestProd::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestCumprod::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_append, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_n, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_nd, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_prepend, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_0d, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_array_order_preserve, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_fancy, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_index_floats, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single_item_array_[1], test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single_item_array_array([1]), test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single_item_array_non_int, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_slices, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_args, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_badargs, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_decreasing_unsigned_int_f_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype1, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype2, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype3, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_inexact_dtypes, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_second_order_accurate, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_spacing, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_specific_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_values, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_decreasing_unsigned_x_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype1, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype2, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype3, test/torch_np/numpy_tests/lib/test_function_base.py::TestAngle::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_all_zero, 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test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nan_behavior, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nan_q, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_no_p_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_out, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_out_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_empty_dim, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_list, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_no_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_out, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_scalar_q, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_scalar_q_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_sequence, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_complex, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_correct_quantile_value, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_fraction, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_max_ulp, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_no_p_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_hypo, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_averaged_inverted_cdf, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_closest_observation, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_hazen, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_higher, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_interpolated_inverted_cdf, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_inverted_cdf, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_linear, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_lower, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_median_unbiased, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_midpoint, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_nearest, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_normal_unbiased, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_weibull, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_scalar_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_array_like, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_axis_keyword, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_basic_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_empty, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_extended_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_extended_axis_invalid, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis0, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis3, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis4, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior_3, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_out, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_out_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_overwrite_keyword, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_complex, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_B_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_H_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_b_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_g_type_out_G, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_h_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_l_type_out_D 2024-12-18T01:25:48.6384922Z 2024-12-18T01:25:49.9464501Z Running torch_np/test_unary_ufuncs 1/1 ... [2024-12-18 01:25:49.945818] 2024-12-18T01:25:49.9465136Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:25:49.9466649Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_unary_ufuncs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:25:49.946250] 2024-12-18T01:25:52.9803433Z Running test_ao_sparsity 1/1 ... [2024-12-18 01:25:52.979722] 2024-12-18T01:25:52.9804113Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:25:52.9805361Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ao_sparsity.py', '-m', 'not serial', '--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 01:25:52.980132] 2024-12-18T01:25:54.8212179Z 2024-12-18T01:25:54.8213763Z torch_np/test_unary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_unary_ufuncs_1.1_a59a344b50014606_.log 2024-12-18T01:25:54.8232639Z Running 42 items in this shard: test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_absolute, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arccos, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arccosh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arcsin, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arcsinh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arctan, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arctanh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_cbrt, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_ceil, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_conjugate, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_cos, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_cosh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_deg2rad, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_degrees, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_exp, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_exp2, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_expm1, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_fabs, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_floor, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_isfinite, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_isinf, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_isnan, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_log, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_log10, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_log1p, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_log2, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_logical_not, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_negative, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_positive, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_rad2deg, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_radians, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_reciprocal, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_rint, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_sign, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_signbit, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_sin, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_sinh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_sqrt, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_square, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_tan, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_tanh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_trunc 2024-12-18T01:25:54.8249289Z 2024-12-18T01:25:58.1561024Z 2024-12-18T01:25:58.1562103Z test_ao_sparsity 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_ao_sparsity_1.1_548d9f586556d990_.log 2024-12-18T01:25:58.1596932Z Running 88 items in this shard: test/test_ao_sparsity.py::TestQuantizedSparseKernels::test_sparse_qlinear, test/test_ao_sparsity.py::TestQuantizedSparseLayers::test_sparse_qlinear, test/test_ao_sparsity.py::TestQuantizedSparseLayers::test_sparse_qlinear_serdes, test/test_ao_sparsity.py::TestFakeSparsity::test_jit_trace, test/test_ao_sparsity.py::TestFakeSparsity::test_masking_logic, test/test_ao_sparsity.py::TestFakeSparsity::test_state_dict_preserved, test/test_ao_sparsity.py::TestFakeSparsity::test_weights_parametrized, test/test_ao_sparsity.py::TestCubicScheduler::test_constructor, test/test_ao_sparsity.py::TestCubicScheduler::test_step, test/test_ao_sparsity.py::TestScheduler::test_constructor, test/test_ao_sparsity.py::TestScheduler::test_lambda_scheduler, test/test_ao_sparsity.py::TestScheduler::test_order_of_steps, test/test_ao_sparsity.py::TestScheduler::test_step, test/test_ao_sparsity.py::TestBaseSparsifier::test_constructor, test/test_ao_sparsity.py::TestBaseSparsifier::test_convert, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash_with_params1, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash_with_params2, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash_with_params3, test/test_ao_sparsity.py::TestBaseSparsifier::test_prepare_config, test/test_ao_sparsity.py::TestBaseSparsifier::test_state_dict, test/test_ao_sparsity.py::TestBaseSparsifier::test_step, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_constructor, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_mask_squash, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_prepare, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_sparsity_levels, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_step, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_constructor, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_mask_squash, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_prepare, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_sparsity_levels, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_step, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_step_2_of_4, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_complex_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_constructor, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prepare_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prepare_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_activation_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_bias_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_padding_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_pool_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_linear_activation_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_linear_bias_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_linear_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_layernorm_linear_multiple_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_layernorm_linear_single_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_linear_multiple_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_linear_single_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_step_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_step_linear, test/test_ao_sparsity.py::TestFPGMPruner::test_compute_distance, test/test_ao_sparsity.py::TestFPGMPruner::test_update_mask, test/test_ao_sparsity.py::TestSaliencyPruner::test_lstm_saliency_pruner_update_mask, test/test_ao_sparsity.py::TestSaliencyPruner::test_saliency_pruner_update_mask, test/test_ao_sparsity.py::TestComposability::test_convert_without_squash_mask, test/test_ao_sparsity.py::TestComposability::test_fusion_before_s_prep, test/test_ao_sparsity.py::TestComposability::test_q_prep_before_s_prep, test/test_ao_sparsity.py::TestComposability::test_qat_prep_before_s_prep, test/test_ao_sparsity.py::TestComposability::test_s_prep_before_fusion, test/test_ao_sparsity.py::TestComposability::test_s_prep_before_q_prep, test/test_ao_sparsity.py::TestComposability::test_s_prep_before_qat_prep, test/test_ao_sparsity.py::TestFxComposability::test_q_prep_fx_before_s_prep, test/test_ao_sparsity.py::TestFxComposability::test_q_prep_fx_s_prep_ref_conv, test/test_ao_sparsity.py::TestFxComposability::test_s_prep_before_q_prep_fx, test/test_ao_sparsity.py::TestFxComposability::test_s_prep_before_qat_prep_fx, test/test_ao_sparsity.py::TestFxComposability::test_s_prep_q_prep_fx_ref, test/test_ao_sparsity.py::TestActivationSparsifier::test_activation_sparsifier, test/test_ao_sparsity.py::TestBaseDataScheduler::test_constructor, test/test_ao_sparsity.py::TestBaseDataScheduler::test_order_of_steps, test/test_ao_sparsity.py::TestBaseDataScheduler::test_state_dict, test/test_ao_sparsity.py::TestBaseDataScheduler::test_step, test/test_ao_sparsity.py::TestBaseDataSparsifier::test_nn_embeddings, test/test_ao_sparsity.py::TestBaseDataSparsifier::test_nn_parameters, test/test_ao_sparsity.py::TestBaseDataSparsifier::test_tensors, test/test_ao_sparsity.py::TestNormDataSparsifiers::test_nn_embeddings, test/test_ao_sparsity.py::TestNormDataSparsifiers::test_nn_parameters, test/test_ao_sparsity.py::TestNormDataSparsifiers::test_tensors, test/test_ao_sparsity.py::TestQuantizationUtils::test_ptq_quantize_first, test/test_ao_sparsity.py::TestQuantizationUtils::test_ptq_sparsify_first, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_fqn_to_module, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_fqn_to_module_fail, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_fqn_to_module_for_tensors, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_get_arg_info_from_tensor_fqn, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_get_arg_info_from_tensor_fqn_fail, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_module_to_fqn, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_module_to_fqn_fail, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_module_to_fqn_root 2024-12-18T01:25:58.1630438Z 2024-12-18T01:25:59.1806496Z Running backends/xeon/test_launch 1/1 ... [2024-12-18 01:25:59.180074] 2024-12-18T01:25:59.1807322Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:25:59.1808992Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'backends/xeon/test_launch.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:25:59.180456] 2024-12-18T01:26:02.4915802Z Running test_file_check 1/1 ... [2024-12-18 01:26:02.491125] 2024-12-18T01:26:02.4916235Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:26:02.4919431Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_file_check.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:26:02.491522] 2024-12-18T01:26:05.6082652Z 2024-12-18T01:26:05.6083643Z backends/xeon/test_launch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/backends.xeon.test_launch_1.1_019a55cd4e75455e_.log 2024-12-18T01:26:05.6085120Z Running 2 items in this shard: test/backends/xeon/test_launch.py::TestTorchrun::test_cpu_info, test/backends/xeon/test_launch.py::TestTorchrun::test_multi_threads 2024-12-18T01:26:05.6085862Z 2024-12-18T01:26:07.2666482Z 2024-12-18T01:26:07.2667739Z test_file_check 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_file_check_1.1_21d57d8341148b01_.log 2024-12-18T01:26:07.2669074Z Running 2 items in this shard: test/test_file_check.py::TestFileCheck::test_all_python_api, test/test_file_check.py::TestFileCheck::test_not_run 2024-12-18T01:26:07.2669695Z 2024-12-18T01:26:09.9433168Z Running test_pytree 1/1 ... [2024-12-18 01:26:09.942765] 2024-12-18T01:26:09.9433593Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:26:09.9434924Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_pytree.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:26:09.943139] 2024-12-18T01:26:11.5264386Z Running test_stateless 1/1 ... [2024-12-18 01:26:11.525850] 2024-12-18T01:26:11.5264933Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:26:11.5266016Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_stateless.py', '-m', 'not serial', '--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 01:26:11.526220] 2024-12-18T01:26:14.8684510Z 2024-12-18T01:26:14.8685637Z test_pytree 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_pytree_1.1_7fd7e91133efe498_.log 2024-12-18T01:26:14.8713528Z Running 88 items in this shard: test/test_pytree.py::TestGenericPytree::test_aligned_public_apis, test/test_pytree.py::TestGenericPytree::test_broadcast_to_and_flatten_cxx, test/test_pytree.py::TestGenericPytree::test_broadcast_to_and_flatten_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_defaultdict_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_defaultdict_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_deque_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_deque_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_dict_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_dict_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_leaf_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_leaf_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_list_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_list_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_namedtuple_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_namedtuple_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_nested_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_nested_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_ordereddict_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_ordereddict_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_return_types_max_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_return_types_max_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_return_types_min_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_return_types_min_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_tuple_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_tuple_py, test/test_pytree.py::TestGenericPytree::test_flatten_with_is_leaf_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_with_is_leaf_py, test/test_pytree.py::TestGenericPytree::test_pytree_serialize_bad_input_cxx, test/test_pytree.py::TestGenericPytree::test_pytree_serialize_bad_input_py, test/test_pytree.py::TestGenericPytree::test_register_pytree_node_cxx, test/test_pytree.py::TestGenericPytree::test_register_pytree_node_py, test/test_pytree.py::TestGenericPytree::test_tree_all_any_cxx, test/test_pytree.py::TestGenericPytree::test_tree_all_any_py, test/test_pytree.py::TestGenericPytree::test_tree_map_cxx, test/test_pytree.py::TestGenericPytree::test_tree_map_multi_inputs_cxx, test/test_pytree.py::TestGenericPytree::test_tree_map_multi_inputs_py, test/test_pytree.py::TestGenericPytree::test_tree_map_only_cxx, test/test_pytree.py::TestGenericPytree::test_tree_map_only_predicate_fn_cxx, test/test_pytree.py::TestGenericPytree::test_tree_map_only_predicate_fn_py, test/test_pytree.py::TestGenericPytree::test_tree_map_only_py, test/test_pytree.py::TestGenericPytree::test_tree_map_py, test/test_pytree.py::TestPythonPytree::test_deprecated_register_pytree_node, test/test_pytree.py::TestPythonPytree::test_flatten_flatten_with_key_consistency, test/test_pytree.py::TestPythonPytree::test_import_pytree_doesnt_import_optree, test/test_pytree.py::TestPythonPytree::test_key_access, test/test_pytree.py::TestPythonPytree::test_key_str, test/test_pytree.py::TestPythonPytree::test_pytree_context_serialize_bad, test/test_pytree.py::TestPythonPytree::test_pytree_custom_type_serialize, test/test_pytree.py::TestPythonPytree::test_pytree_custom_type_serialize_bad, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_bad_protocol, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_enum, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_namedtuple, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_namedtuple_bad, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_register_bad, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec0, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec1, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec2, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec3, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec4, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec5, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec6, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec7, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec8, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec9, test/test_pytree.py::TestPythonPytree::test_saved_serialized, test/test_pytree.py::TestPythonPytree::test_tree_flatten_with_path_is_leaf, test/test_pytree.py::TestPythonPytree::test_tree_flatten_with_path_roundtrip, test/test_pytree.py::TestPythonPytree::test_tree_leaves_with_path, test/test_pytree.py::TestPythonPytree::test_tree_map_with_path, test/test_pytree.py::TestPythonPytree::test_tree_map_with_path_multiple_trees, test/test_pytree.py::TestPythonPytree::test_treespec_equality, test/test_pytree.py::TestPythonPytree::test_treespec_repr, test/test_pytree.py::TestPythonPytree::test_treespec_repr_dynamo, test/test_pytree.py::TestCxxPytree::test_pytree_custom_type_serialize, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_namedtuple, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec0, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec1, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec2, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec3, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec4, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec5, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec6, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec7, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec8, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec9, test/test_pytree.py::TestCxxPytree::test_treespec_equality, test/test_pytree.py::TestCxxPytree::test_treespec_repr, test/test_pytree.py::TestCxxPytree::test_treespec_repr_dynamo 2024-12-18T01:26:14.8740678Z 2024-12-18T01:26:16.3512252Z 2024-12-18T01:26:16.3513723Z test_stateless 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_stateless_1.1_1b2a40e6bf84caa1_.log 2024-12-18T01:26:16.3536389Z Running 50 items in this shard: test/test_stateless.py::TestStatelessFunctionalAPI::test_circular_references_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_circular_references_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_batch_norm_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_batch_norm_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_member_reference_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_member_reference_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_multiple_dicts_error, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_tuple_dicts, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_data_parallel_error_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_data_parallel_error_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_data_parallel_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_data_parallel_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_gradient_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_gradient_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_jit_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_jit_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_kwargs_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_kwargs_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_in_place_operator_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_in_place_operator_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_module_fail_reset_to_original_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_module_fail_reset_to_original_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_some_weights_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_some_weights_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_special_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_special_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_strict_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_strict_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_some_weights_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_some_weights_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_weights_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_weights_strict_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_weights_strict_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_weights_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrized_module_change_parametrization_original_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrized_module_change_parametrization_original_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_setattr_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_setattr_strict_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_setattr_strict_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_setattr_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_errors_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_errors_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_no_error_without_flag, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_warns_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_warns_torch_func, test/test_stateless.py::TestStatelessDeprecation::test_private_stateless_warns, test/test_stateless.py::TestStatelessDeprecation::test_stateless_functional_call_warns, test/test_stateless.py::TestPythonOptimizeMode::test_runs_with_optimize_flag 2024-12-18T01:26:16.3558290Z 2024-12-18T01:26:19.2115067Z Running test_modules 1/1 ... [2024-12-18 01:26:19.210939] 2024-12-18T01:26:19.2115678Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:26:19.2118838Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_modules.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:26:19.211415] 2024-12-18T01:26:20.8002713Z Running test_decomp 3/12 ... [2024-12-18 01:26:20.799694] 2024-12-18T01:26:20.8004714Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:26:20.8006005Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=3', '--num-shards=12', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:26:20.800078] 2024-12-18T01:26:33.6073254Z 2024-12-18T01:26:33.6074711Z inductor/test_efficient_conv_bn_eval 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_efficient_conv_bn_eval_1.1_f4b8b7990043eb99_.log 2024-12-18T01:26:33.6076947Z Running 2 items in this shard: test/inductor/test_efficient_conv_bn_eval.py::EfficientConvBNEvalCpuTests::test_basic_cpu, test/inductor/test_efficient_conv_bn_eval.py::EfficientConvBNEvalGpuTests::test_basic_cuda 2024-12-18T01:26:33.6077914Z 2024-12-18T01:26:37.8382706Z Running test_decomp 6/12 ... [2024-12-18 01:26:37.837679] 2024-12-18T01:26:37.8383138Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:26:37.8384648Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=6', '--num-shards=12', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:26:37.838060] 2024-12-18T01:28:20.5414435Z 2024-12-18T01:28:20.5417281Z test_decomp 6/12 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_6.12_6509e52f554a6f0d_.log 2024-12-18T01:28:20.5674733Z Running 760 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmatmul___cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmod___cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rxor___cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__batch_norm_with_update_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__batch_norm_with_update_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__segment_reduce_lengths_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__segment_reduce_offsets_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__segment_reduce_offsets_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acos_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_add_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_add_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_decomposed_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmv_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addr_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_alias_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_allclose_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amin_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_aminmax_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_angle_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_angle_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_arange_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmin_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argsort_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argsort_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argwhere_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argwhere_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_scatter_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asinh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asinh_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_1d_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_1d_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bernoulli_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bincount_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_and_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_not_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_or_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_block_diag_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_tensors_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_tensors_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_tensors_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cartesian_prod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cartesian_prod_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cat_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cfloat_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cfloat_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chalf_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chalf_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_char_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chunk_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chunk_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chunk_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_max_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_max_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_max_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_min_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_min_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_column_stack_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_constant_pad_nd_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_constant_pad_nd_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_constant_pad_nd_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_constant_pad_nd_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_contiguous_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_copysign_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_copysign_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_corrcoef_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cos_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cosh_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_count_nonzero_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cov_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cross_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cummax_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cummin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_deg2rad_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_embed_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagflat_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagflat_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_scatter_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_digamma_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dist_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_no_rounding_mode_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_trunc_rounding_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_trunc_rounding_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dot_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_permuted_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_permuted_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_strided_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eq_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erf_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erfc_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erfinv_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erfinv_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exp_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_as_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exponential_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eye_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftn_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfftn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfftn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftshift_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfftn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flip_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flip_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flip_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flipud_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flipud_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmin_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmin_cuda_int16, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_heaviside_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hsplit_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_add_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_fill_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_fill_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_put_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_put_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amax_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_inner_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_int_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isclose_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isin_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isinf_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isnan_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isneginf_cuda_int32, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_kthvalue_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lcm_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_det_singular_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_inv_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_inv_ex_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_inv_ex_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_inv_ex_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lstsq_grad_oriented_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_factor_ex_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_subgradients_at_zero_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_pinv_hermitian_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_tensorinv_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_tensor_overload_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_tensor_overload_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log1p_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_with_dtype_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_with_dtype_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logaddexp2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logcumsumexp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logcumsumexp_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logit_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logsumexp_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_long_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_long_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lt_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lu_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lu_solve_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lu_solve_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumsum_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_logsumexp_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_logsumexp_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_logsumexp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_mean_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_mean_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_normalize_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_prod_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_select_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_select_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_std_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_std_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_sum_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_binary_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_maximum_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_binary_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_no_dim_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_no_dim_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_with_dim_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_minimum_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_msort_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mul_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mul_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nan_to_num_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nan_to_num_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanmedian_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nansum_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nansum_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_native_layer_norm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_neg_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_strided_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_ones_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_zeros_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nextafter_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_avg_pool1d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_avg_pool3d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_max_pool1d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_avg_pool2d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_avg_pool3d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv1d_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv3d_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose1d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose3d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cosine_similarity_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_dropout_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_dropout_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_elu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_fractional_max_pool2d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_fractional_max_pool3d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_gelu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_grid_sample_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardtanh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_huber_loss_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_trilinear_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_kl_div_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_l1_loss_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_margin_ranking_loss_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_mse_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_circular_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_constant_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu6_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu6_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu6_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_rrelu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softsign_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softsign_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_unfold_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_upsample_nearest_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_fro_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_normal_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_like_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_like_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ormqr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_outer_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_outer_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_pca_lowrank_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_3_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_3_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_3_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_positive_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_positive_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_pow_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_pow_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_prod_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_prod_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_prod_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_prod_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_prod_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_put_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_put_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_put_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_quantile_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randint_like_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randn_like_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_real_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_renorm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_renorm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_interleave_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_interleave_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_interleave_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_as_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_as_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize__cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_round_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsqrt_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsqrt_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsub_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scalar_tensor_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scalar_tensor_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_add_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_add_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_amax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_prod_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_searchsorted_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_scatter_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_scatter_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sgn_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sgn_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sgn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sgn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sign_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_hamming_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signbit_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinh_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinh_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_scatter_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_softmax_with_dtype_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sort_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sort_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_airy_ai_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_j1_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_t_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_t_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_entr_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_erfcx_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_he_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i1_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_scaled_modified_bessel_k0_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_t_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_w_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_w_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_zeta_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_zeta_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_zeta_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sqrt_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sqrt_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sqrt_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_multiple_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_mean_unbiased_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sub_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sub_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sub_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tan_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tensor_split_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tensor_split_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tensordot_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_topk_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_torch_ops_aten__efficient_attention_forward_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_torch_ops_aten__safe_softmax_default_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_torch_ops_aten__safe_softmax_default_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_torch_ops_aten__safe_softmax_default_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trace_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trace_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trapezoid_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trapezoid_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trapz_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tril_indices_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_true_divide_cuda_int32, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_split_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_split_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_unbiased_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_unbiased_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_unbiased_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vdot_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_as_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_as_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_as_real_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vstack_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vstack_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_xlogy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zero__cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zeros_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zeros_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zeros_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick__batch_norm_with_update_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick__batch_norm_with_update_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick__chunk_cat_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick__chunk_cat_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_abs_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_acos_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_acos_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_add_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_add_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_addcmul_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_addmm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_addmm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_addmm_decomposed_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_all_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_all_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_all_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_amax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_amin_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_aminmax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_any_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_asinh_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_asinh_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_atan_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_atan_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_atanh_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_baddbmm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_not_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_block_diag_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_clone_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_copysign_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_addr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_nn_functional_unfold_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_sinc_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_split_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_std_unbiased_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_take_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_unsafe_split_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_xlogy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cos_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_cos_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_cumprod_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_cumsum_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_deg2rad_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_deg2rad_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_diag_embed_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_diag_embed_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_diag_embed_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_scatter_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_scatter_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_div_floor_rounding_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_div_floor_rounding_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_div_trunc_rounding_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_dot_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_dot_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_empty_like_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_eq_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_eq_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_erf_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_erf_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_erfc_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_erfinv_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_exp2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_exp2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_exp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_eye_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_eye_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft2_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fftn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fftn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfftn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfftn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfftn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fill_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_floor_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_floor_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_floor_divide_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_floor_divide_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_floor_divide_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fmax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fmax_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fmod_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fmod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_full_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_geometric_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_grid_sampler_2d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_gt_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_gt_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_i0_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_igamma_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_index_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_index_fill_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_isin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_isin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_isin_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_isin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_isinf_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_isposinf_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_isposinf_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_item_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_lcm_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_le_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_le_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_le_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_lgamma_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_lgamma_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_diagonal_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_tensor_overload_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_tensor_overload_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_log1p_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_log2_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_log_normal_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_log_softmax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logaddexp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_logaddexp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logical_and_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_logical_xor_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_tensor_overload_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_masked_fill_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_mean_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_minimum_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_mv_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_native_batch_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_native_dropout_backward_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_ne_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_neg_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_strided_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_strided_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_new_full_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_binary_cross_entropy_with_logits_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_gelu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_glu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool2d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool3d_grad_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_pad_constant_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu6_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_rrelu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_rrelu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_softplus_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_softplus_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_softshrink_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_norm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_normal_in_place_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_permute_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_permute_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_polar_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_prod_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_prod_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_rad2deg_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_rad2deg_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_remainder_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_remainder_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_round_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_round_decimals_0_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_round_decimals_3_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_round_decimals_3_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_select_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_sign_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_signbit_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_slice_scatter_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_softmax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_special_erfcx_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1e_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1e_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtr_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_multiple_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_std_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_std_unbiased_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_sum_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_t_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_tanh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_tanh_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_tanh_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_trunc_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_trunc_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_uniform_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_uniform_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_view_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_view_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_xlogy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_like_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_like_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_GRU_eval_mode_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_RNN_eval_mode_cuda_float32, test/test_decomp.py::DecompOneOffTestsCUDA::test_exponential_non_inf_cuda, test/test_decomp.py::DecompOneOffTestsCUDA::test_threshold_backward_dtype_cuda 2024-12-18T01:28:20.5925198Z 2024-12-18T01:28:24.8444941Z Running test_decomp 9/12 ... [2024-12-18 01:28:24.843858] 2024-12-18T01:28:24.8445636Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:28:24.8447390Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=9', '--num-shards=12', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:28:24.844279] 2024-12-18T01:32:05.8880208Z 2024-12-18T01:32:05.8881092Z test_decomp 3/12 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_3.12_90af8896c8c0b566_.log 2024-12-18T01:32:05.9141752Z Running 748 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rand___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___ror___cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___ror___cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___ror___cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__segment_reduce_lengths_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcmul_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_all_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_all_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_allclose_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amax_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_aminmax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_aminmax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_angle_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_angle_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_arange_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argsort_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argwhere_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_scatter_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_scatter_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_1d_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_1d_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_2d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_3d_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_baddbmm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bernoulli_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_not_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_not_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_right_shift_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bool_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_tensors_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_tensors_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cdouble_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cdouble_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ceil_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cfloat_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chalf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_char_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_char_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_max_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_min_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_combinations_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_physical_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_copysign_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_corrcoef_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cos_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cosh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_count_nonzero_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cross_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumprod_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumsum_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumsum_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumsum_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_embed_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagflat_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_scatter_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_scatter_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diff_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diff_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_digamma_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_floor_rounding_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_no_rounding_mode_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_no_rounding_mode_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_einsum_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_strided_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eq_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exp_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eye_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft2_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftn_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfftn_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftshift_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftshift_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftshift_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfft_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fill_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fliplr_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fliplr_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flipud_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_power_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_divide_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_divide_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_divide_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_divide_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmax_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_frexp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_like_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_like_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gather_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ge_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ge_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gt_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_heaviside_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_heaviside_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hsplit_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hsplit_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hypot_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_put_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amax_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_mean_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_mean_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_prod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_select_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_int_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isclose_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isfinite_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isinf_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isnan_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isposinf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isposinf_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isreal_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_item_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kthvalue_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ldexp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ldexp_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_le_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cholesky_ex_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cross_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cross_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_det_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eig_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_ldl_factor_ex_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_ldl_solve_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lstsq_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_solve_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_power_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_subgradients_at_zero_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_svdvals_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_tensorsolve_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vecdot_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vector_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_tensor_overload_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_normal_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_with_dtype_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logaddexp2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logcumsumexp_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logcumsumexp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_not_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logsumexp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_long_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lt_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumprod_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumsum_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_fill_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_fill_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_fill_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_logsumexp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_mean_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_scatter_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_scatter_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_select_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_var_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_var_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_var_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_matmul_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_matrix_exp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_reduction_with_dim_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_maximum_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mean_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_no_dim_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_with_dim_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_minimum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mode_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mode_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mode_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_movedim_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_movedim_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_movedim_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_msort_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mul_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_multinomial_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanmedian_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nansum_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nansum_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nansum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ne_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ne_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_neg_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_strided_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_strided_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_strided_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_full_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_ones_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_ones_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_zeros_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_zeros_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_avg_pool2d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_alpha_dropout_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_avg_pool3d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv1d_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv2d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv2d_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose1d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose3d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_ctc_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_embedding_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_fractional_max_pool2d_cuda_float16, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_he_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i0e_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1e_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1e_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_log_ndtr_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i1_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k1_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtr_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtri_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_scaled_modified_bessel_k1_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_xlog1py_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_list_args_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_list_args_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sqrt_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sqrt_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_multiple_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stack_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_mean_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_unbiased_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_unbiased_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sum_to_size_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_take_along_dim_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_take_along_dim_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tan_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tan_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tan_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tan_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tensor_split_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tile_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_torch_ops_aten__safe_softmax_default_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trace_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trace_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trace_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trapezoid_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tril_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unflatten_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_uniform_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_consecutive_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_consecutive_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_chunk_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_chunk_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_split_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vdot_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_as_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vsplit_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vsplit_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vstack_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vstack_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_where_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_where_cuda_int16, 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test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfftn_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfftn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfftn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfftn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_floor_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_floor_divide_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fmin_cuda_bool, 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test/test_decomp.py::TestDecompCUDA::test_quick_log2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_logaddexp2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logical_and_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_logical_and_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_logical_or_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_logical_or_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_or_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_logit_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_masked_fill_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_maximum_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_maximum_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_mv_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_native_dropout_backward_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_ne_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_strided_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_strided_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_new_full_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_nextafter_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardshrink_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_leaky_relu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_mse_loss_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_pad_constant_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_pad_constant_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_silu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_unfold_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_norm_fro_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_norm_inf_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_normal_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_normal_in_place_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_permute_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_prod_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_rad2deg_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_rad2deg_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_rad2deg_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_rad2deg_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_reciprocal_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_reciprocal_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_remainder_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_repeat_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_repeat_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_rot90_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_signbit_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_sinc_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_slice_scatter_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_special_erfcx_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1e_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1e_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1e_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_log_ndtr_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_special_log_ndtr_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_split_list_args_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_split_list_args_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_multiple_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_std_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_unbiased_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_sum_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_tanh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_tanh_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_trace_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_trunc_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_uniform_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_var_unbiased_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_vdot_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_xlogy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_GRU_eval_mode_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_GRU_train_mode_cuda_float64, test/test_decomp.py::DecompOneOffTestsCUDA::test_sdpa_nn_functional_scaled_dot_product_attention_cuda_float16 2024-12-18T01:32:05.9392159Z 2024-12-18T01:32:07.6574731Z Uploading artifacts took 1.77 seconds 2024-12-18T01:32:10.1469048Z Running test_decomp 12/12 ... [2024-12-18 01:32:10.146331] 2024-12-18T01:32:10.1469486Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:32:10.1471330Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=12', '--num-shards=12', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:32:10.146774] 2024-12-18T01:32:18.3977133Z 2024-12-18T01:32:18.3978135Z test_decomp 9/12 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_9.12_01970d6a1d8deb44_.log 2024-12-18T01:32:18.4246825Z Running 750 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rand___cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmod___cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acos_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcmul_cuda_float16, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_constant_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_poisson_nll_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_rrelu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_smooth_l1_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softmin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_complex64, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_positive_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_positive_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_positive_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_pow_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_prod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_prod_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_put_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rad2deg_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rand_like_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randint_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randn_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randn_like_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randn_like_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randn_like_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ravel_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_real_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_real_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reciprocal_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_renorm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_interleave_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize_as__cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resolve_neg_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resolve_neg_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_roll_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_roll_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rot90_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rot90_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rot90_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsqrt_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scalar_tensor_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_cuda_int64, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_short_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_short_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sigmoid_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sigmoid_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_hann_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sin_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinc_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_softmax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sort_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_airy_ai_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_j1_cuda_int8, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k0_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtr_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtri_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtri_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_scaled_modified_bessel_k0_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_t_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_t_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_xlog1py_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_xlog1py_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_list_args_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_list_args_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sqrt_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_square_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_multiple_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_multiple_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stack_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stack_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stack_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_unbiased_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sum_to_size_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_svd_lowrank_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_svd_lowrank_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_take_along_dim_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_take_along_dim_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_take_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tan_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tan_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tanh_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tensor_split_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tensordot_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tile_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tile_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_sparse_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_cuda_float16, 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test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_norm_fro_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_rot90_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_special_log_ndtr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_unsqueeze_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_cumsum_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_diag_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_scatter_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_scatter_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_digamma_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_dist_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_div_trunc_rounding_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_div_trunc_rounding_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_empty_like_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_exp2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_exp_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_expm1_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_expm1_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fftn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fftn_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft2_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfftn_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifftn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifftn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifftn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfftn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_flip_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_flip_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_floor_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fmax_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fmax_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_full_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_full_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_gcd_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_gcd_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_ge_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_geometric_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_geometric_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_grid_sampler_2d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_index_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_index_fill_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_isinf_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_isneginf_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_isposinf_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_le_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_lgamma_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_diagonal_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_vector_norm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_tensor_overload_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_log1p_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_log_softmax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_log_softmax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_and_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_logical_xor_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_logit_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_logit_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_tensor_overload_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_masked_fill_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_maximum_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_maximum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_variadic_tensors_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_mv_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_nan_to_num_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nan_to_num_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_ne_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_ne_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_neg_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_new_full_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_binary_cross_entropy_with_logits_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardtanh_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool2d_grad_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool3d_grad_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_mish_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_mish_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_pad_constant_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu6_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_unfold_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_norm_fro_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_norm_fro_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_normal_in_place_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_permute_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_prod_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_randn_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_randn_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_reciprocal_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_remainder_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_rot90_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_round_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_round_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_round_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_round_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_round_decimals_0_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_round_decimals_0_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_select_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_select_scatter_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_select_scatter_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_signbit_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_sinc_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_sinh_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_special_entr_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_special_entr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_i0e_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_special_i0e_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_special_xlog1py_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_special_zeta_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_multiple_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_sum_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_tanh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_tril_indices_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_var_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_var_mean_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_var_mean_unbiased_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_var_unbiased_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_where_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_like_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_LSTM_train_mode_cuda_float64, test/test_decomp.py::DecompOneOffTestsCUDA::test_amp_batch_norm_backward_cuda, test/test_decomp.py::DecompOneOffTestsCUDA::test_sdpa_nn_functional_scaled_dot_product_attention_cuda_bfloat16, test/test_decomp.py::DecompOneOffTestsCUDA::test_sdpa_nn_functional_scaled_dot_product_attention_cuda_float64 2024-12-18T01:32:18.4502591Z 2024-12-18T01:32:22.6607656Z Running test_legacy_vmap 1/1 ... [2024-12-18 01:32:22.660234] 2024-12-18T01:32:22.6608259Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:32:22.6611202Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_legacy_vmap.py', '-m', 'not serial', '--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 01:32:22.660681] 2024-12-18T01:32:27.3340954Z 2024-12-18T01:32:27.3342037Z test_legacy_vmap 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_legacy_vmap_1.1_df0cffc5a16c7fa9_.log 2024-12-18T01:32:27.3384383Z Running 124 items in this shard: test/test_legacy_vmap.py::TestVmapAPILegacy::test_accepts_nested_inputs, test/test_legacy_vmap.py::TestVmapAPILegacy::test_backward_unsupported_interaction, test/test_legacy_vmap.py::TestVmapAPILegacy::test_batched_gradient_basic, test/test_legacy_vmap.py::TestVmapAPILegacy::test_constant_function, test/test_legacy_vmap.py::TestVmapAPILegacy::test_different_map_dim_size_raises, test/test_legacy_vmap.py::TestVmapAPILegacy::test_fallback_atan2, test/test_legacy_vmap.py::TestVmapAPILegacy::test_fallback_does_not_warn_by_default, test/test_legacy_vmap.py::TestVmapAPILegacy::test_fallback_masked_fill, test/test_legacy_vmap.py::TestVmapAPILegacy::test_fallback_multiple_returns, test/test_legacy_vmap.py::TestVmapAPILegacy::test_fallback_warns_when_warnings_are_enabled, test/test_legacy_vmap.py::TestVmapAPILegacy::test_fallback_with_undefined_grad, test/test_legacy_vmap.py::TestVmapAPILegacy::test_fallback_zero_dim, test/test_legacy_vmap.py::TestVmapAPILegacy::test_func_with_no_inputs, test/test_legacy_vmap.py::TestVmapAPILegacy::test_functools_partial, test/test_legacy_vmap.py::TestVmapAPILegacy::test_grad_unsupported_interaction, test/test_legacy_vmap.py::TestVmapAPILegacy::test_in_dim_not_in_tensor_err_msg, test/test_legacy_vmap.py::TestVmapAPILegacy::test_in_dims_wrong_type_err_msg, test/test_legacy_vmap.py::TestVmapAPILegacy::test_inplace_fallback_nary_different_levels, test/test_legacy_vmap.py::TestVmapAPILegacy::test_inplace_fallback_nary_same_levels, test/test_legacy_vmap.py::TestVmapAPILegacy::test_inplace_fallback_unary, test/test_legacy_vmap.py::TestVmapAPILegacy::test_integer_in_dim_but_not_tensor_input_err_msg, test/test_legacy_vmap.py::TestVmapAPILegacy::test_multiple_inputs, test/test_legacy_vmap.py::TestVmapAPILegacy::test_multiple_out_dims, test/test_legacy_vmap.py::TestVmapAPILegacy::test_multiple_outputs, test/test_legacy_vmap.py::TestVmapAPILegacy::test_multiple_outputs_error_cases, test/test_legacy_vmap.py::TestVmapAPILegacy::test_nested_non_default_in_dims, test/test_legacy_vmap.py::TestVmapAPILegacy::test_nested_out_dims, test/test_legacy_vmap.py::TestVmapAPILegacy::test_nested_with_different_map_dim, test/test_legacy_vmap.py::TestVmapAPILegacy::test_nested_with_same_map_dim, test/test_legacy_vmap.py::TestVmapAPILegacy::test_nn_module, test/test_legacy_vmap.py::TestVmapAPILegacy::test_non_default_in_dims_out_dims, test/test_legacy_vmap.py::TestVmapAPILegacy::test_non_tensor_output_raises, test/test_legacy_vmap.py::TestVmapAPILegacy::test_non_zero_in_dims, test/test_legacy_vmap.py::TestVmapAPILegacy::test_none_in_dims, test/test_legacy_vmap.py::TestVmapAPILegacy::test_nonzero_out_dims, test/test_legacy_vmap.py::TestVmapAPILegacy::test_noop_in_inner_vmap, test/test_legacy_vmap.py::TestVmapAPILegacy::test_not_enough_in_dims_err_msg, test/test_legacy_vmap.py::TestVmapAPILegacy::test_out_dim_out_of_bounds_err_msg, test/test_legacy_vmap.py::TestVmapAPILegacy::test_out_dims_and_num_outputs_mismatch_err_msg, test/test_legacy_vmap.py::TestVmapAPILegacy::test_out_dims_edge_case, test/test_legacy_vmap.py::TestVmapAPILegacy::test_out_dims_must_be_int_or_tuple_of_int_err_msg, test/test_legacy_vmap.py::TestVmapAPILegacy::test_single_input, test/test_legacy_vmap.py::TestVmapAPILegacy::test_unsupported_op_err_msg, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_T_numpy, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_as_strided, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_binary_pointwise_ops, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_bmm, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_cat, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_chunk, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_clamp, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_clone, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_comparison_ops, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_conj, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_contiguous, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_diagonal, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_dot, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_expand_as, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_fill_and_zero_inplace, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_imag, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_is_complex, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_is_contiguous, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_is_floating_point, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_mm, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_movedim, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_mv, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_narrow, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_new_empty, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_new_empty_strided, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_new_zeros, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_no_random_op_support, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_real, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_reshape, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_reshape_as, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_result_type, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_select, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_slice, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_split, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_squeeze, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_stack, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_stride, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_sum_dim, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_t, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_tensor_split, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_to, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_trace, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_transpose, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_unary_pointwise_ops, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_unbind, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_unfold, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_view, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_view_as, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_view_as_complex, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_view_as_real, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_vmap_fallback_check, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_vmap_fallback_check_ok, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_add_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_binary_cross_entropy_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_diagonal_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_div_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_expand_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_index_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_inplace_manyview_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_inplace_on_view_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_lgamma_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_log1p_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_log_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_logsumexp_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_max_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_median_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_min_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_mul_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_permute_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_reshape_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_select_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_sigmoid_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_slice_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_stack_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_sub_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_threshold_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_trace_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_unrelated_output_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_unrelated_output_multiple_grad_cuda, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_vmap_fallback_check, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCUDA::test_vmap_fallback_check_ok 2024-12-18T01:32:27.3424369Z 2024-12-18T01:32:31.6034844Z Running test_subclass 1/1 ... [2024-12-18 01:32:31.602824] 2024-12-18T01:32:31.6035538Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:32:31.6036949Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_subclass.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:32:31.603248] 2024-12-18T01:32:36.4275379Z 2024-12-18T01:32:36.4276615Z test_subclass 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_subclass_1.1_4992ab1b99fbd0e7_.log 2024-12-18T01:32:36.4317129Z Running 100 items in this shard: test/test_subclass.py::TestSubclass::test_deepcopy_base_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_base_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_diag_tensor_below_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_diag_tensor_below_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_logging_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_logging_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_non_wrapper_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_non_wrapper_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_sparse_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_sparse_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_wrapper_with_custom_sizes_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_wrapper_with_custom_sizes_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_wrapper_with_custom_strides_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_wrapper_with_custom_strides_as_param_True, test/test_subclass.py::TestSubclass::test_lazy_module_base_tensor, test/test_subclass.py::TestSubclass::test_lazy_module_diag_tensor_below, test/test_subclass.py::TestSubclass::test_lazy_module_logging_tensor, test/test_subclass.py::TestSubclass::test_lazy_module_non_wrapper_tensor, test/test_subclass.py::TestSubclass::test_lazy_module_sparse_tensor, test/test_subclass.py::TestSubclass::test_lazy_module_wrapper_with_custom_sizes, test/test_subclass.py::TestSubclass::test_lazy_module_wrapper_with_custom_strides, test/test_subclass.py::TestSubclass::test_module_optimization_base_tensor, test/test_subclass.py::TestSubclass::test_module_optimization_diag_tensor_below, test/test_subclass.py::TestSubclass::test_module_optimization_logging_tensor, test/test_subclass.py::TestSubclass::test_module_optimization_non_wrapper_tensor, test/test_subclass.py::TestSubclass::test_module_optimization_sparse_tensor, test/test_subclass.py::TestSubclass::test_module_optimization_wrapper_with_custom_sizes, test/test_subclass.py::TestSubclass::test_module_optimization_wrapper_with_custom_strides, test/test_subclass.py::TestSubclass::test_non_rewrapping_torch_dispatch_subclass_as_parameter_throws_for_detach, test/test_subclass.py::TestSubclass::test_param_invariants_base_tensor_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_base_tensor_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_diag_tensor_below_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_diag_tensor_below_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_logging_tensor_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_logging_tensor_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_non_wrapper_tensor_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_non_wrapper_tensor_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_sparse_tensor_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_sparse_tensor_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_wrapper_with_custom_sizes_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_wrapper_with_custom_sizes_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_wrapper_with_custom_strides_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_wrapper_with_custom_strides_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_parametrization_base_tensor_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_base_tensor_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_diag_tensor_below_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_diag_tensor_below_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_logging_tensor_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_logging_tensor_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_non_wrapper_tensor_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_non_wrapper_tensor_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_sparse_tensor_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_sparse_tensor_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_wrapper_with_custom_sizes_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_wrapper_with_custom_sizes_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_wrapper_with_custom_strides_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_wrapper_with_custom_strides_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_repr_base_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_repr_base_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_repr_diag_tensor_below_as_param_False, test/test_subclass.py::TestSubclass::test_repr_diag_tensor_below_as_param_True, test/test_subclass.py::TestSubclass::test_repr_logging_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_repr_logging_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_repr_non_wrapper_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_repr_non_wrapper_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_repr_sparse_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_repr_sparse_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_repr_wrapper_with_custom_sizes_as_param_False, test/test_subclass.py::TestSubclass::test_repr_wrapper_with_custom_sizes_as_param_True, test/test_subclass.py::TestSubclass::test_repr_wrapper_with_custom_strides_as_param_False, test/test_subclass.py::TestSubclass::test_repr_wrapper_with_custom_strides_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_base_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_base_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_diag_tensor_below_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_diag_tensor_below_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_logging_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_logging_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_non_wrapper_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_non_wrapper_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_sparse_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_sparse_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_wrapper_with_custom_sizes_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_wrapper_with_custom_sizes_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_wrapper_with_custom_strides_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_wrapper_with_custom_strides_as_param_True, test/test_subclass.py::TestSubclass::test_tensor_subclass_storage_data_accesses_throw, test/test_subclass.py::TestSubclass::test_type_propagation_base_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_base_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_diag_tensor_below_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_diag_tensor_below_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_logging_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_logging_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_non_wrapper_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_non_wrapper_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_sparse_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_sparse_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_wrapper_with_custom_sizes_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_wrapper_with_custom_sizes_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_wrapper_with_custom_strides_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_wrapper_with_custom_strides_as_param_True 2024-12-18T01:32:36.4355422Z 2024-12-18T01:32:40.6762598Z Running torch_np/numpy_tests/linalg/test_linalg 1/1 ... [2024-12-18 01:32:40.675695] 2024-12-18T01:32:40.6763144Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:32:40.6765167Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/linalg/test_linalg.py', '-m', 'not serial', '--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 01:32:40.676148] 2024-12-18T01:32:47.4036442Z 2024-12-18T01:32:47.4038376Z torch_np/numpy_tests/linalg/test_linalg 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.linalg.test_linalg_1.1_1729a5b9eda7f0e1_.log 2024-12-18T01:32:47.4139399Z Running 268 items in this shard: test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_0_size, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_0_size_k, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_0_size, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_0_size, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_0_size, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_empty_identity, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_empty_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_generalized_empty_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_generalized_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCond::test_basic_nonsvd, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCond::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCond::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCond::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCond::test_nan, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCond::test_singular, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCond::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCond::test_stacked_singular, test/torch_np/numpy_tests/linalg/test_linalg.py::TestPinv::test_empty_nonsq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestPinv::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestPinv::test_generalized_empty_nonsq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestPinv::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestPinv::test_generalized_nonsq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestPinv::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestPinv::test_nonsq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestPinv::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestPinvHermitian::test_empty_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestPinvHermitian::test_generalized_empty_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestPinvHermitian::test_generalized_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestPinvHermitian::test_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestDet::test_0_size, test/torch_np/numpy_tests/linalg/test_linalg.py::TestDet::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestDet::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestDet::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestDet::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestDet::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestDet::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestDet::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestDet::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestDet::test_zero, test/torch_np/numpy_tests/linalg/test_linalg.py::TestLstsq::test_empty_a_b_m_0_n_0_n_rhs_0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestLstsq::test_empty_a_b_m_0_n_4_n_rhs_1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestLstsq::test_empty_a_b_m_0_n_4_n_rhs_2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestLstsq::test_empty_a_b_m_4_n_0_n_rhs_1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestLstsq::test_empty_a_b_m_4_n_0_n_rhs_2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestLstsq::test_empty_a_b_m_4_n_2_n_rhs_2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestLstsq::test_empty_nonsq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestLstsq::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestLstsq::test_future_rcond, test/torch_np/numpy_tests/linalg/test_linalg.py::TestLstsq::test_incompatible_dims, test/torch_np/numpy_tests/linalg/test_linalg.py::TestLstsq::test_nonsq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestLstsq::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvalshCases::test_generalized_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvalshCases::test_generalized_empty_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvalshCases::test_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvalshCases::test_empty_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvalsh::test_0_size, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvalsh::test_UPLO, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvalsh::test_invalid, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvalsh::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvalsh::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvalsh::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvalsh::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEighCases::test_generalized_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEighCases::test_generalized_empty_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEighCases::test_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEighCases::test_empty_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigh::test_0_size, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigh::test_UPLO, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigh::test_invalid, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigh::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigh::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigh::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigh::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestNorm_NonSystematic::test_intmin, test/torch_np/numpy_tests/linalg/test_linalg.py::TestNormDouble::test_axis, test/torch_np/numpy_tests/linalg/test_linalg.py::TestNormDouble::test_bad_args, test/torch_np/numpy_tests/linalg/test_linalg.py::TestNormDouble::test_empty, test/torch_np/numpy_tests/linalg/test_linalg.py::TestNormDouble::test_keepdims, test/torch_np/numpy_tests/linalg/test_linalg.py::TestNormDouble::test_matrix_2x2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestNormDouble::test_matrix_3x3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestNormDouble::test_matrix_empty, test/torch_np/numpy_tests/linalg/test_linalg.py::TestNormDouble::test_matrix_return_type, test/torch_np/numpy_tests/linalg/test_linalg.py::TestNormDouble::test_vector, test/torch_np/numpy_tests/linalg/test_linalg.py::TestNormDouble::test_vector_return_type, test/torch_np/numpy_tests/linalg/test_linalg.py::TestNormSingle::test_axis, test/torch_np/numpy_tests/linalg/test_linalg.py::TestNormSingle::test_bad_args, test/torch_np/numpy_tests/linalg/test_linalg.py::TestNormSingle::test_empty, test/torch_np/numpy_tests/linalg/test_linalg.py::TestNormSingle::test_keepdims, test/torch_np/numpy_tests/linalg/test_linalg.py::TestNormSingle::test_matrix_2x2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestNormSingle::test_matrix_3x3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestNormSingle::test_matrix_empty, 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test/torch_np/numpy_tests/linalg/test_linalg.py::TestNormInt64::test_vector_return_type, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMatrixRank::test_matrix_rank, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMatrixRank::test_reduced_rank, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMatrixRank::test_symmetric_rank, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_mode_all_but_economic, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_mode_raw, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_qr_empty_m_0_n_0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_qr_empty_m_0_n_3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_qr_empty_m_3_n_0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size0_outer_size0_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size0_outer_size0_dt1, 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test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size1_outer_size0_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size1_outer_size0_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size1_outer_size0_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size1_outer_size0_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size1_outer_size1_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size1_outer_size1_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size1_outer_size1_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size1_outer_size1_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size1_outer_size2_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size1_outer_size2_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size1_outer_size2_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size1_outer_size2_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size0_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size0_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size0_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size0_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size1_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size1_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size1_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size1_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size2_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size2_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size2_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size2_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size0_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size0_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size0_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size0_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size1_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size1_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size1_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size1_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size2_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size2_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size2_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size2_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size0_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size0_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size0_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size0_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size1_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size1_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size1_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size1_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size2_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size2_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size2_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size2_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_0_size, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape0_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape0_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape0_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape0_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape1_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape1_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape1_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape1_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape2_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape2_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape2_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape2_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape3_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape3_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape3_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape3_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape4_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape4_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape4_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape4_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc::test_byteorder_check, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc::test_generalized_raise_multiloop, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc::test_sdot_bug_8577, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc::test_xerbla_override, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_basic_function_with_dynamic_programming_optimization, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_basic_function_with_three_arguments, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_basic_function_with_two_arguments, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_dynamic_programming_logic, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_dynamic_programming_optimization_and_out, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_three_arguments_and_out, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_too_few_input_arrays, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_two_arguments_and_out, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_vector_as_first_and_last_argument, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_vector_as_first_argument, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_vector_as_last_argument, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_non_square_handling_arr0_ind_2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_non_square_handling_arr1_ind_1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_ind_limit_ind_-2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_ind_limit_ind_0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_result, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_shape_shape0_ind_2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_shape_shape1_ind_1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_non_square_handling_a0_axes0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_non_square_handling_a1_axes1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_tensorsolve_result_shape0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_tensorsolve_result_shape1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_tensorsolve_result_shape2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc2::test_blas64_dot, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc2::test_blas64_geqrf_lwork_smoketest, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc2::test_unsupported_commontype 2024-12-18T01:32:47.4239788Z 2024-12-18T01:32:51.7061394Z Running test_dlpack 1/1 ... [2024-12-18 01:32:51.705546] 2024-12-18T01:32:51.7061812Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:32:51.7063430Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_dlpack.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:32:51.705948] 2024-12-18T01:32:56.3301822Z 2024-12-18T01:32:56.3303182Z test_dlpack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dlpack_1.1_e0a5fe1dbbe60fdd_.log 2024-12-18T01:32:56.3347785Z Running 118 items in this shard: test/test_dlpack.py::TestTorchDlPackCUDA::test_automatically_select_in_creation_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_uint16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_uint32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_uint64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_convert_default_stream_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_default_stream_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_export_is_conj_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_export_non_strided_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_export_requires_grad_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_normalize_strides_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_uint16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_uint32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_uint64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_shared_storage_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_uint16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_uint32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_uint64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_uint16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_uint32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_uint64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_uint16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_uint32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_uint64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_uint8 2024-12-18T01:32:56.3391769Z 2024-12-18T01:33:00.5911810Z Running nn/test_embedding 1/1 ... [2024-12-18 01:33:00.590562] 2024-12-18T01:33:00.5912546Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:33:00.5913891Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_embedding.py', '-m', 'not serial', '--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 01:33:00.590948] 2024-12-18T01:33:05.4645693Z 2024-12-18T01:33:05.4646360Z nn/test_embedding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_embedding_1.1_3b7b44cfd7839d5e_.log 2024-12-18T01:33:05.4731119Z Running 154 items in this shard: test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_bag_from_pretrained, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_bag_from_pretrained_padding_idx, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_bag_functional, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_bag_padding_idx_error, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_from_pretrained_float32, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_from_pretrained_float64, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_from_pretrained_int16, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_from_pretrained_int32, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_from_pretrained_int64, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_from_pretrained_int8, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_from_pretrained_options, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_from_pretrained_padding_idx, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_from_pretrained_uint8, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_functional, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_max_norm, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_max_norm_unsorted_repeating_indices, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_sparse_basic, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_sparse_empty_tensor, test/nn/test_embedding.py::TestEmbeddingNN::test_embeddingbag_from_pretrained, test/nn/test_embedding.py::TestEmbeddingNN::test_embeddingbag_from_pretrained_options, test/nn/test_embedding.py::TestEmbeddingNN::test_embeddingbag_include_last_offset, test/nn/test_embedding.py::TestEmbeddingNN::test_large_tensors, test/nn/test_embedding.py::TestEmbeddingNN::test_move_sparse_half_embedding, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int32_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int32_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int32_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int32_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int32_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int32_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int64_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int64_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int64_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int64_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int64_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int64_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int32_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int32_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int32_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int32_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int32_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int32_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int64_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int64_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int64_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int64_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int64_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int64_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_no_offsets_cuda_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_no_offsets_cuda_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_no_offsets_cuda_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_no_offsets_cuda_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_no_offsets_cuda_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_no_offsets_cuda_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int32_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int32_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int32_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int32_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int32_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int32_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int64_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int64_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int64_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int64_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int64_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int64_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_failures_cuda_int32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_failures_cuda_int32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_failures_cuda_int64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_failures_cuda_int64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_backward_cuda_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_backward_cuda_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_1D_padding_idx_cuda_bfloat16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_1D_padding_idx_cuda_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_2D_padding_idx_cuda_bfloat16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_2D_padding_idx_cuda_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_bfloat16_cuda_int32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_bfloat16_cuda_int32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_bfloat16_cuda_int64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_bfloat16_cuda_int64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int32_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int32_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int32_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int32_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int32_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int32_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int64_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int64_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int64_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int64_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int64_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int64_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_dimension_errors_cuda, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_empty_input_cuda_int32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_empty_input_cuda_int32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_empty_input_cuda_int64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_empty_input_cuda_int64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_half_cuda_int32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_half_cuda_int32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_half_cuda_int64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_half_cuda_int64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int32_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int32_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int32_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int32_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int32_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int32_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int64_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int64_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int64_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int64_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int64_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int64_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_max_cuda_float32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_max_cuda_float32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_max_cuda_float64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_max_cuda_float64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_mean_cuda_float32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_mean_cuda_float32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_mean_cuda_float64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_mean_cuda_float64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_sum_cuda_float32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_sum_cuda_float32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_sum_cuda_float64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_sum_cuda_float64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_max_cuda_float32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_max_cuda_float32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_max_cuda_float64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_max_cuda_float64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_mean_cuda_float32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_mean_cuda_float32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_mean_cuda_float64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_mean_cuda_float64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_sum_cuda_float32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_sum_cuda_float32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_sum_cuda_float64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_sum_cuda_float64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_per_sample_weights_grad_bag_use_grad_False_per_sample_weights_use_grad_False_cuda, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_per_sample_weights_grad_bag_use_grad_False_per_sample_weights_use_grad_True_cuda, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_per_sample_weights_grad_bag_use_grad_True_per_sample_weights_use_grad_False_cuda, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_per_sample_weights_grad_bag_use_grad_True_per_sample_weights_use_grad_True_cuda, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_dense_grad_cuda, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_backward_cuda_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_backward_cuda_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_backward_cuda_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_device_cuda_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_device_cuda_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_device_cuda_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_fwd_AD_cuda_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_fwd_AD_cuda_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_fwd_AD_cuda_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_padding_idx_cuda_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_padding_idx_cuda_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_padding_idx_cuda_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_scalar_weight_error_cuda 2024-12-18T01:33:05.4830154Z 2024-12-18T01:33:09.7156427Z Running torch_np/numpy_tests/lib/test_type_check 1/1 ... [2024-12-18 01:33:09.714973] 2024-12-18T01:33:09.7157636Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:33:09.7159493Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_type_check.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:33:09.715399] 2024-12-18T01:33:14.4404436Z 2024-12-18T01:33:14.4406442Z torch_np/numpy_tests/lib/test_type_check 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_type_check_1.1_e1e0bdf57fc8c392_.log 2024-12-18T01:33:14.4431071Z Running 50 items in this shard: test/torch_np/numpy_tests/lib/test_type_check.py::TestCommonType::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestMintypecode::test_default_1, test/torch_np/numpy_tests/lib/test_type_check.py::TestMintypecode::test_default_2, test/torch_np/numpy_tests/lib/test_type_check.py::TestMintypecode::test_default_3, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsscalar::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestReal::test_cmplx, test/torch_np/numpy_tests/lib/test_type_check.py::TestReal::test_real, test/torch_np/numpy_tests/lib/test_type_check.py::TestImag::test_cmplx, test/torch_np/numpy_tests/lib/test_type_check.py::TestImag::test_real, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplex::test_fail, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplex::test_pass, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsreal::test_fail, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsreal::test_isreal_real, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsreal::test_pass, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplexobj::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplexobj::test_list, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplexobj::test_scalar, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsrealobj::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_complex, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_complex1, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_goodvalues, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_ind, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_integer, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_neginf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_posinf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_complex, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_complex1, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_goodvalues, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_ind, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_integer, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_neginf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_posinf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_goodvalues, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_ind, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_neginf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_neginf_scalar, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_posinf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_posinf_scalar, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsposinf::test_generic, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsneginf::test_generic, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_array, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_complex_bad, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_complex_bad2, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_complex_good, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_do_not_rewrite_previous_keyword, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_float, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_generic, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_integer, test/torch_np/numpy_tests/lib/test_type_check.py::TestRealIfClose::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestArrayConversion::test_asfarray 2024-12-18T01:33:14.4453832Z 2024-12-18T01:33:18.7328849Z Running test_masked 1/1 ... [2024-12-18 01:33:18.732322] 2024-12-18T01:33:18.7329276Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:33:18.7332232Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_masked.py', '-m', 'not serial', '--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 01:33:18.732807] 2024-12-18T01:33:24.6084993Z 2024-12-18T01:33:24.6085829Z test_masked 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_masked_1.1_8b33a3f87698bd6e_.log 2024-12-18T01:33:24.6165729Z Running 212 items in this shard: test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_log_softmax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_log_softmax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_log_softmax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_log_softmax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_norm_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_norm_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_norm_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_norm_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmin_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmin_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmin_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmin_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_where_coo_fill_value_0_cuda, test/test_masked.py::TestMaskedCUDA::test_where_coo_fill_value_123_cuda, test/test_masked.py::TestMaskedCUDA::test_where_csr_fill_value_0_cuda, test/test_masked.py::TestMaskedCUDA::test_where_csr_fill_value_123_cuda, test/test_masked.py::TestMaskedCUDA::test_where_hybrid_coo_fill_value_0_cuda, test/test_masked.py::TestMaskedCUDA::test_where_hybrid_coo_fill_value_123_cuda 2024-12-18T01:33:24.6243439Z 2024-12-18T01:33:28.8749368Z Running test_jit 1/1 ... [2024-12-18 01:33:28.874336] 2024-12-18T01:33:28.8749893Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:33:28.8751626Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit.py', '-m', 'not serial', '--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 01:33:28.874777] 2024-12-18T01:33:53.8372254Z 2024-12-18T01:33:53.8373046Z test_decomp 12/12 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_12.12_d7fc334cb4b1e70c_.log 2024-12-18T01:33:53.8626775Z Running 723 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmatmul___cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmatmul___cuda_complex64, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_softmin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_matrix_exp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_maximum_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mean_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_with_dim_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_minimum_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mode_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_msort_cuda_bool, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_3_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_pow_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_put_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_put_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rad2deg_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rad2deg_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randint_like_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ravel_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reciprocal_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reciprocal_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reciprocal_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reciprocal_cuda_float64, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_y0_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_v_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_entr_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_entr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_erfcx_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_log_ndtr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_log_ndtr_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i1_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i1_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k0_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k0_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k1_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_scaled_modified_bessel_k1_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_xlog1py_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_xlog1py_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_square_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_multiple_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_mean_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_unbiased_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stft_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sum_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_svd_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tan_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tan_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tanh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_topk_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_topk_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_copy_cuda_int64, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_unflatten_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_uniform_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_consecutive_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_consecutive_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unravel_index_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_split_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_split_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_unbiased_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vdot_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vstack_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vstack_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_where_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_xlogy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zero__cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zero__cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zeros_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick__native_batch_norm_legit_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_abs_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_acos_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_acosh_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_add_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_addcmul_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_addcmul_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_all_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_any_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_any_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_any_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_asinh_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_atanh_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_bernoulli_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_and_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_left_shift_cuda_int32, 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test/test_decomp.py::TestDecompCUDA::test_quick_cos_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cos_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_cumprod_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_cumsum_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_diag_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_div_no_rounding_mode_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_empty_like_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_empty_like_cuda_int64, 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test/test_decomp.py::TestDecompCUDA::test_quick_full_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_gcd_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_ge_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_geometric_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_grid_sampler_2d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_gt_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_gt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_index_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_index_fill_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_isin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_isinf_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_isinf_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_isneginf_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_isneginf_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_item_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_cross_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_cross_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_cross_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_cross_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_cross_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_cross_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_diagonal_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_tensor_overload_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_tensor_overload_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_logaddexp2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_or_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_xor_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_logical_xor_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_logit_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_tensor_overload_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_tensor_overload_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_tensor_overload_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_lt_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_masked_fill_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_mean_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_variadic_tensors_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_variadic_tensors_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_variadic_tensors_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_nan_to_num_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_ne_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_ne_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_strided_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_new_full_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_elu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_embedding_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardswish_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardtanh_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool2d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool3d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool3d_grad_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_mish_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_silu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_norm_fro_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_normal_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_normal_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_normal_number_mean_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_permute_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_prod_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_prod_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_rad2deg_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_randn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_reciprocal_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_remainder_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_renorm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_renorm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_repeat_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_repeat_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_roll_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_rot90_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_round_decimals_3_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_rsub_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_rsub_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_rsub_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_select_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_select_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_sign_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_sign_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_slice_scatter_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_special_entr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_special_erfcx_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_special_log_ndtr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtri_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_split_list_args_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_std_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_sum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_t_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_t_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_tanh_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_trace_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_trace_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_uniform_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_var_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_var_mean_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_var_unbiased_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_view_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_view_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_like_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_GRU_train_mode_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_RNN_eval_mode_cuda_float64, test/test_decomp.py::DecompOneOffTestsCUDA::test_contiguous_softmax_cuda 2024-12-18T01:33:53.8871820Z 2024-12-18T01:33:58.0870134Z Running torch_np/numpy_tests/core/test_indexing 1/1 ... [2024-12-18 01:33:58.086211] 2024-12-18T01:33:58.0871201Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:33:58.0872578Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_indexing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:33:58.086621] 2024-12-18T01:34:02.7576573Z 2024-12-18T01:34:02.7577646Z test_jit 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_1.1_5b40ceecb1e99c0e_.log 2024-12-18T01:34:02.8176677Z Running 2281 items in this shard: test/test_jit.py::TestTracer::test_call_traced_fn_from_traced_module, test/test_jit.py::TestTracer::test_call_traced_module_from_traced_module, test/test_jit.py::TestTracer::test_canonicalize_tensor_iterator, test/test_jit.py::TestTracer::test_constant, test/test_jit.py::TestTracer::test_conv, test/test_jit.py::TestTracer::test_export_no_reorder, test/test_jit.py::TestTracer::test_force_outplace_check_fill, test/test_jit.py::TestTracer::test_force_outplace_check_zero, test/test_jit.py::TestTracer::test_ge, test/test_jit.py::TestTracer::test_ge_cuda, test/test_jit.py::TestTracer::test_ge_optimized, test/test_jit.py::TestTracer::test_ge_unoptimized, test/test_jit.py::TestTracer::test_index_put, test/test_jit.py::TestTracer::test_index_put_trace_with_view, test/test_jit.py::TestTracer::test_index_put_trace_without_view, test/test_jit.py::TestTracer::test_inplace_check, test/test_jit.py::TestTracer::test_inplace_copy, test/test_jit.py::TestTracer::test_inplace_copy_force_outplace, test/test_jit.py::TestTracer::test_inplace_flags, test/test_jit.py::TestTracer::test_inplace_transplant, test/test_jit.py::TestTracer::test_inplace_warn, test/test_jit.py::TestTracer::test_input_dict_checkTrace_mut, test/test_jit.py::TestTracer::test_input_dict_empty, test/test_jit.py::TestTracer::test_input_dict_empty_list, test/test_jit.py::TestTracer::test_input_dict_insertion_order, test/test_jit.py::TestTracer::test_input_dict_of_dicts, test/test_jit.py::TestTracer::test_input_dict_of_lists, test/test_jit.py::TestTracer::test_input_dict_recursive, test/test_jit.py::TestTracer::test_input_dict_remembers_keys, test/test_jit.py::TestTracer::test_input_dict_unify, 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test/test_jit.py::TestList::test_dict_keyword_with_mismatched_annotations, test/test_jit.py::TestList::test_dict_keyword_with_nested_call, test/test_jit.py::TestList::test_dict_keyword_with_previously_declared_variable, test/test_jit.py::TestList::test_dict_keyword_with_previously_declared_variable_and_kwargs, test/test_jit.py::TestList::test_extend_list_immutable, test/test_jit.py::TestList::test_extend_list_mutable, test/test_jit.py::TestList::test_in_check, test/test_jit.py::TestList::test_list_bool_conversion, test/test_jit.py::TestList::test_list_count, test/test_jit.py::TestList::test_list_count_not_existing, test/test_jit.py::TestList::test_list_gather, test/test_jit.py::TestList::test_list_index, test/test_jit.py::TestList::test_list_index_not_existing, test/test_jit.py::TestList::test_list_keyword, test/test_jit.py::TestList::test_list_len, test/test_jit.py::TestList::test_list_literal, test/test_jit.py::TestList::test_list_none, test/test_jit.py::TestList::test_list_ops, test/test_jit.py::TestList::test_list_slice, test/test_jit.py::TestList::test_list_sort, test/test_jit.py::TestList::test_list_unification_hint, test/test_jit.py::TestList::test_list_variance, test/test_jit.py::TestList::test_min_bool_list, test/test_jit.py::TestList::test_min_max_list, test/test_jit.py::TestList::test_min_max_single_list, test/test_jit.py::TestList::test_mutable_list_append, test/test_jit.py::TestList::test_mutable_list_append_2, test/test_jit.py::TestList::test_mutable_list_append_if, test/test_jit.py::TestList::test_mutable_list_append_if_else, test/test_jit.py::TestList::test_mutable_list_append_loop, test/test_jit.py::TestList::test_mutable_list_append_loop_if, test/test_jit.py::TestList::test_mutable_list_clear, test/test_jit.py::TestList::test_mutable_list_clear_empty, test/test_jit.py::TestList::test_mutable_list_function_inline, test/test_jit.py::TestList::test_mutable_list_insert, test/test_jit.py::TestList::test_mutable_list_insert_neg_out_of_bounds, test/test_jit.py::TestList::test_mutable_list_insert_negative, test/test_jit.py::TestList::test_mutable_list_insert_out_of_bounds, test/test_jit.py::TestList::test_mutable_list_nested_loop, test/test_jit.py::TestList::test_mutable_list_pop, test/test_jit.py::TestList::test_mutable_list_pop2, test/test_jit.py::TestList::test_mutable_list_pop_at, test/test_jit.py::TestList::test_mutable_list_pop_at2, test/test_jit.py::TestList::test_mutable_list_pop_at_negative, test/test_jit.py::TestList::test_mutable_list_pop_at_negative2, test/test_jit.py::TestList::test_mutable_list_pop_empty, test/test_jit.py::TestList::test_mutable_list_pop_slice, test/test_jit.py::TestList::test_mutable_list_remove, test/test_jit.py::TestList::test_mutable_list_remove2, test/test_jit.py::TestList::test_mutable_list_remove_not_existing, test/test_jit.py::TestList::test_mutable_list_remove_tensor, test/test_jit.py::TestList::test_mutable_list_reverse, test/test_jit.py::TestList::test_mutable_list_reverse_empty, test/test_jit.py::TestList::test_mutable_tensor_list_reverse, test/test_jit.py::TestList::test_no_element_type_annotation, test/test_jit.py::TestList::test_slice_index, test/test_jit.py::TestList::test_tensor_list_count, test/test_jit.py::TestList::test_tensor_list_count_not_existing, test/test_jit.py::TestList::test_tensor_list_index, test/test_jit.py::TestList::test_tensor_list_index_not_existing, test/test_jit.py::TestList::test_to_list, test/test_jit.py::TestList::test_to_list_gpu, test/test_jit.py::TestDict::test_aug_assign, test/test_jit.py::TestDict::test_basic, test/test_jit.py::TestDict::test_clear, test/test_jit.py::TestDict::test_copy, test/test_jit.py::TestDict::test_del, test/test_jit.py::TestDict::test_dict_bool_conversion, test/test_jit.py::TestDict::test_dict_preserves_order, test/test_jit.py::TestDict::test_dict_to_python, test/test_jit.py::TestDict::test_dict_variance, test/test_jit.py::TestDict::test_get, test/test_jit.py::TestDict::test_get_boolkey, test/test_jit.py::TestDict::test_items, test/test_jit.py::TestDict::test_key_type, test/test_jit.py::TestDict::test_keys, test/test_jit.py::TestDict::test_len, test/test_jit.py::TestDict::test_loop, test/test_jit.py::TestDict::test_membership, test/test_jit.py::TestDict::test_mutability, test/test_jit.py::TestDict::test_optional_dict_construct, test/test_jit.py::TestDict::test_ordered_dict, test/test_jit.py::TestDict::test_pop, test/test_jit.py::TestDict::test_popitem, test/test_jit.py::TestDict::test_setdefault, test/test_jit.py::TestDict::test_type_annotation_missing_contained_type, test/test_jit.py::TestDict::test_update, test/test_jit.py::TestDict::test_update_existing_key, test/test_jit.py::TestDict::test_values, test/test_jit.py::TestDict::test_view, test/test_jit.py::TestNamedTuple::test_namedtuple, test/test_jit.py::TestNamedTuple::test_namedtuple_as_attr, test/test_jit.py::TestNamedTuple::test_namedtuple_constant, test/test_jit.py::TestNamedTuple::test_namedtuple_input_forwardref, test/test_jit.py::TestNamedTuple::test_namedtuple_inside_forwardref, test/test_jit.py::TestNamedTuple::test_namedtuple_kwarg_construct, test/test_jit.py::TestNamedTuple::test_namedtuple_lower, test/test_jit.py::TestNamedTuple::test_namedtuple_resolution, test/test_jit.py::TestNamedTuple::test_namedtuple_resolution_forwardref, test/test_jit.py::TestNamedTuple::test_namedtuple_serialization, test/test_jit.py::TestNamedTuple::test_namedtuple_slice_unpack, test/test_jit.py::TestNamedTuple::test_namedtuple_type_annotation, test/test_jit.py::TestNamedTuple::test_namedtuple_wrong_types, test/test_jit.py::TestNamedTuple::test_return_named_tuple, test/test_jit.py::TestScriptDict::test_bool, test/test_jit.py::TestScriptDict::test_contains, test/test_jit.py::TestScriptDict::test_delitem, test/test_jit.py::TestScriptDict::test_getitem, test/test_jit.py::TestScriptDict::test_items, test/test_jit.py::TestScriptDict::test_iter, test/test_jit.py::TestScriptDict::test_len, test/test_jit.py::TestScriptDict::test_nested, test/test_jit.py::TestScriptDict::test_reference_semantics, test/test_jit.py::TestScriptDict::test_repr, test/test_jit.py::TestScriptDict::test_setitem, test/test_jit.py::TestScriptList::test_append, test/test_jit.py::TestScriptList::test_bool, test/test_jit.py::TestScriptList::test_clear, test/test_jit.py::TestScriptList::test_contains, test/test_jit.py::TestScriptList::test_count, test/test_jit.py::TestScriptList::test_defaultdict, test/test_jit.py::TestScriptList::test_delitem, test/test_jit.py::TestScriptList::test_extend, test/test_jit.py::TestScriptList::test_getitem, test/test_jit.py::TestScriptList::test_insert, test/test_jit.py::TestScriptList::test_iter, test/test_jit.py::TestScriptList::test_len, test/test_jit.py::TestScriptList::test_nested, test/test_jit.py::TestScriptList::test_pop, test/test_jit.py::TestScriptList::test_reference_semantics, test/test_jit.py::TestScriptList::test_remove, test/test_jit.py::TestScriptList::test_repr, test/test_jit.py::TestScriptList::test_setitem, test/test_jit.py::TestAsync::test_async_future_type_python, test/test_jit.py::TestAsync::test_async_grad_guard_no_grad, test/test_jit.py::TestAsync::test_async_grad_guard_with_grad, test/test_jit.py::TestAsync::test_async_kwargs, test/test_jit.py::TestAsync::test_async_parsing, test/test_jit.py::TestAsync::test_async_python, test/test_jit.py::TestAsync::test_async_script, test/test_jit.py::TestAsync::test_async_script_capture, test/test_jit.py::TestAsync::test_async_script_error, test/test_jit.py::TestAsync::test_async_script_multi_forks, test/test_jit.py::TestAsync::test_async_script_multi_waits, test/test_jit.py::TestAsync::test_async_script_nested, test/test_jit.py::TestAsync::test_async_script_no_script_mod, test/test_jit.py::TestAsync::test_async_script_trace, test/test_jit.py::TestAsync::test_future_subtyping, test/test_jit.py::TestAsync::test_no_future_subtype_message, test/test_jit.py::TestAsync::test_trace_fork_wait, test/test_jit.py::TestAsync::test_trace_fork_wait_inline, test/test_jit.py::TestAsync::test_trace_fork_wait_leaking, test/test_jit.py::TestAsync::test_trace_fork_wait_list_modulecalls, test/test_jit.py::TestAsync::test_trace_modulecalls_with_different_output_types, test/test_jit.py::TestAwait::test_await_class_arg, test/test_jit.py::TestAwait::test_await_class_return, test/test_jit.py::TestAwait::test_await_eager_lazy, test/test_jit.py::TestAwait::test_await_func_arg, test/test_jit.py::TestAwait::test_await_getattr_implicit_convertion, test/test_jit.py::TestAwait::test_await_isinstance, test/test_jit.py::TestAwait::test_await_multiout_save, test/test_jit.py::TestAwait::test_await_nested, test/test_jit.py::TestAwait::test_await_out_of_interpreter, test/test_jit.py::TestAwait::test_await_python, test/test_jit.py::TestAwait::test_await_type_python, test/test_jit.py::TestAwait::test_awaitable_to_await, test/test_jit.py::TestAwait::test_eager_await_non_scriptable, test/test_jit.py::TestAwait::test_jit_trace, test/test_jit.py::TestAwait::test_nowait, test/test_jit.py::TestAwait::test_nowait_class, test/test_jit.py::TestAwait::test_script, test/test_jit.py::TestDataParallel::test_python_submodule_script, test/test_jit.py::TestDataParallel::test_shared_module, test/test_jit.py::TestDataParallel::test_tensor_sharing, test/test_jit.py::TestDataParallel::test_tensor_sharing_with_forward, test/test_jit.py::TestDataParallel::test_traced_module, test/test_jit.py::TestModels::test_alexnet, test/test_jit.py::TestModels::test_dcgan_models, test/test_jit.py::TestModels::test_dcgan_models_cuda, test/test_jit.py::TestModels::test_mnist, test/test_jit.py::TestModels::test_mnist_cuda, test/test_jit.py::TestModels::test_mnist_training_leaks_no_memory_cuda, test/test_jit.py::TestModels::test_neural_style, test/test_jit.py::TestModels::test_neural_style_cuda, test/test_jit.py::TestModels::test_reinforcement_learning, test/test_jit.py::TestModels::test_reinforcement_learning_cuda, test/test_jit.py::TestModels::test_script_module_script_resnet, test/test_jit.py::TestModels::test_script_module_trace_resnet18, test/test_jit.py::TestModels::test_snli, test/test_jit.py::TestModels::test_snli_cuda, test/test_jit.py::TestModels::test_super_resolution, test/test_jit.py::TestModels::test_super_resolution_cuda, test/test_jit.py::TestModels::test_time_sequence_prediction, test/test_jit.py::TestModels::test_vae, test/test_jit.py::TestModels::test_vae_cuda, test/test_jit.py::TestModules::test_script_module_with_constants_list, test/test_jit.py::TestAutodiffJit::test_autodiff_requires_grad_nograd, test/test_jit.py::TestAutodiffJit::test_requires_grad_outputs, test/test_jit.py::TestAutodiffJit::test_requires_grad_outputs_profiled_twice, test/test_jit.py::TestAutodiffJit::test_requires_grad_outputs_side_effects, test/test_jit.py::TestAutodiffJit::test_undefined_tensor_lists, test/test_jit.py::TestAutodiffSubgraphSlicing::test_aliased_outputs, test/test_jit.py::TestAutodiffSubgraphSlicing::test_bias_as_arg, test/test_jit.py::TestAutodiffSubgraphSlicing::test_bias_as_module_attr, test/test_jit.py::TestAutodiffSubgraphSlicing::test_chunk_constant_script_ad, test/test_jit.py::TestAutodiffSubgraphSlicing::test_constructed_bias, test/test_jit.py::TestAutodiffSubgraphSlicing::test_diff_graph_inline_threshold, test/test_jit.py::TestAutodiffSubgraphSlicing::test_differentiable_graph_ops_requires_grad, test/test_jit.py::TestAutodiffSubgraphSlicing::test_does_not_create_cycles, test/test_jit.py::TestAutodiffSubgraphSlicing::test_does_not_merge_unrelated, test/test_jit.py::TestAutodiffSubgraphSlicing::test_has_profiled_info_aliasing_outputs, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merge_respects_aliasing, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merges_dense, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merges_down, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merges_up, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merges_without_cycles, test/test_jit.py::TestAutodiffSubgraphSlicing::test_prune_grad, test/test_jit.py::TestAutodiffSubgraphSlicing::test_requires_grad_for_tensor_list, test/test_jit.py::TestAutodiffSubgraphSlicing::test_respects_lexical_scoping, test/test_jit.py::TestAutodiffSubgraphSlicing::test_simple_merge, test/test_jit.py::TestAutodiffSubgraphSlicing::test_simple_no_merge, test/test_jit.py::TestCustomOperators::test_calling_scripted_custom_op, test/test_jit.py::TestCustomOperators::test_calling_traced_custom_op, test/test_jit.py::TestCustomOperators::test_default_arguments_are_used, test/test_jit.py::TestCustomOperators::test_dynamic_op_registry, test/test_jit.py::TestCustomOperators::test_generic_list, test/test_jit.py::TestCustomOperators::test_getting_invalid_attr, test/test_jit.py::TestCustomOperators::test_passing_and_returning_lists, test/test_jit.py::TestCustomOperators::test_passing_one_positional_but_not_the_second, test/test_jit.py::TestCustomOperators::test_passing_too_few_args, test/test_jit.py::TestCustomOperators::test_passing_too_many_args, test/test_jit.py::TestCustomOperators::test_passing_unknown_kwargs, test/test_jit.py::TestCustomOperators::test_script_graph_contains_custom_op, test/test_jit.py::TestCustomOperators::test_script_graph_for_custom_ops_matches_traced_graph, test/test_jit.py::TestCustomOperators::test_simply_calling_an_operator, test/test_jit.py::TestCustomOperators::test_where_no_scalar, test/test_jit.py::TestGraphRewritePasses::test_fuse_linear, test/test_jit.py::TestClassType::test_cast_overloads, test/test_jit.py::TestClassType::test_class_attribute_wrong_type, test/test_jit.py::TestClassType::test_class_constant, test/test_jit.py::TestClassType::test_class_constructs_itself, test/test_jit.py::TestClassType::test_class_inheritance, test/test_jit.py::TestClassType::test_class_inheritance_implicit, test/test_jit.py::TestClassType::test_class_sorting, test/test_jit.py::TestClassType::test_class_specialization, test/test_jit.py::TestClassType::test_class_type_as_param, test/test_jit.py::TestClassType::test_classmethod, test/test_jit.py::TestClassType::test_conditional_set_attr, test/test_jit.py::TestClassType::test_custom_delete, test/test_jit.py::TestClassType::test_default_args, test/test_jit.py::TestClassType::test_get_attr, test/test_jit.py::TestClassType::test_get_attr_not_initialized, test/test_jit.py::TestClassType::test_get_with_method, test/test_jit.py::TestClassType::test_imported_classes, test/test_jit.py::TestClassType::test_in, test/test_jit.py::TestClassType::test_init_compiled_first, test/test_jit.py::TestClassType::test_interface, test/test_jit.py::TestClassType::test_optional_type_promotion, test/test_jit.py::TestClassType::test_out_of_order_methods, test/test_jit.py::TestClassType::test_overloaded_fn, test/test_jit.py::TestClassType::test_properties, test/test_jit.py::TestClassType::test_py_class_to_ivalue_missing_attribute, test/test_jit.py::TestClassType::test_python_interop, test/test_jit.py::TestClassType::test_recursive_class, test/test_jit.py::TestClassType::test_recursive_script_builtin_type_resolution, test/test_jit.py::TestClassType::test_recursive_script_module_builtin_type_resolution, test/test_jit.py::TestClassType::test_recursive_scripting, test/test_jit.py::TestClassType::test_recursive_scripting_failed, test/test_jit.py::TestClassType::test_reference_semantics, test/test_jit.py::TestClassType::test_save_load_with_classes, test/test_jit.py::TestClassType::test_save_load_with_classes_nested, test/test_jit.py::TestClassType::test_save_load_with_classes_returned, test/test_jit.py::TestClassType::test_schema_human_readable, test/test_jit.py::TestClassType::test_self_referential_method, test/test_jit.py::TestClassType::test_set_attr_in_method, test/test_jit.py::TestClassType::test_set_attr_non_initialized, test/test_jit.py::TestClassType::test_set_attr_type_mismatch, test/test_jit.py::TestClassType::test_staticmethod, test/test_jit.py::TestClassType::test_type_annotation, test/test_jit.py::TestClassType::test_type_annotations, test/test_jit.py::TestClassType::test_unresolved_class_attributes, test/test_jit.py::TestClassType::test_unused_method, test/test_jit.py::TestBuiltins::test_del, test/test_jit.py::TestBuiltins::test_del_multiple_operands, test/test_jit.py::TestBuiltins::test_has_attr, test/test_jit.py::TestBuiltins::test_has_attr_invalid_args, test/test_jit.py::TestTensorBuiltins::test_method_on_number, test/test_jit.py::TestTensorBuiltins::test_scalar_to_num_conversions, test/test_jit.py::TestTensorBuiltins::test_tensor_item, test/test_jit.py::TestTensorBuiltins::test_tensor_properties, test/test_jit.py::TestTensorBuiltins::test_tensor_subscript_assign, test/test_jit.py::TestTensorBuiltins::test_tensor_subscript_assign_device, test/test_jit.py::TestIgnoreContextManager::test_with_ignore_context_manager_with_inp_out, test/test_jit.py::TestIgnoreContextManager::test_with_ignore_context_manager_with_just_inp, test/test_jit.py::TestIgnoreContextManager::test_with_ignore_context_manager_with_just_out, test/test_jit.py::TestSymbolicShapeAnalysis::test_adaptive_avg_pool2d, test/test_jit.py::TestSymbolicShapeAnalysis::test_arange_shape, test/test_jit.py::TestSymbolicShapeAnalysis::test_binary_shape_fns_inplace, test/test_jit.py::TestSymbolicShapeAnalysis::test_binary_shape_functions, test/test_jit.py::TestSymbolicShapeAnalysis::test_conv_deconv, test/test_jit.py::TestSymbolicShapeAnalysis::test_convolution_backward, test/test_jit.py::TestSymbolicShapeAnalysis::test_cross_entropy_loss, test/test_jit.py::TestSymbolicShapeAnalysis::test_if_propagation, test/test_jit.py::TestSymbolicShapeAnalysis::test_partial_eval_graph_conv, test/test_jit.py::TestSymbolicShapeAnalysis::test_partial_eval_stitching, test/test_jit.py::TestSymbolicShapeAnalysis::test_refinement_through_graph_stitching, test/test_jit.py::TestSymbolicShapeAnalysis::test_register_function_error_checking, test/test_jit.py::TestSymbolicShapeAnalysis::test_returning_input_symbolic_shapes, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_analysis, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_concat, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_embedding_bag, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_function_includes, test/test_jit.py::TestSymbolicShapeAnalysis::test_shared_shape_graph, test/test_jit.py::TestSymbolicShapeAnalysis::test_size_and_sizes, test/test_jit.py::TestSymbolicShapeAnalysis::test_squeeze_dims, test/test_jit.py::TestSymbolicShapeAnalysis::test_stitching_concat, test/test_jit.py::TestSymbolicShapeAnalysis::test_stitching_multi_output, test/test_jit.py::TestSymbolicShapeAnalysis::test_sym_ir_parsing, test/test_jit.py::TestSymbolicShapeAnalysis::test_unary_shape_fns_inplace, test/test_jit.py::TestSymbolicShapeAnalysis::test_unary_shape_functions, test/test_jit.py::TestSymbolicShapeAnalysis::test_write, test/test_jit.py::TestOpDecompositions::test_op_decomposition, test/test_jit.py::TestOpDecompositions::test_registered_decomposition, test/test_jit.py::TestUnsupportedOps::test_factory_ops_requires_grad_fail, test/test_jit.py::TestUnsupportedOps::test_init_ops, test/test_jit.py::TestFreezing::test_freeze_interface_swapping_two_methods, test/test_jit.py::TestFreezing::test_freeze_interface_within_object, test/test_jit.py::TestFreezing::test_freeze_module, test/test_jit.py::TestFreezing::test_freeze_module_detach_gradient, test/test_jit.py::TestFreezing::test_freeze_module_in_training_mode, test/test_jit.py::TestFreezing::test_freeze_module_inlining, test/test_jit.py::TestFreezing::test_freeze_module_no_forward, test/test_jit.py::TestFreezing::test_freeze_module_return_self, test/test_jit.py::TestFreezing::test_freeze_module_return_sub_module, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_attr, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_attr2, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_attr3, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr2, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr3, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr4, test/test_jit.py::TestFreezing::test_freeze_module_with_call_method, test/test_jit.py::TestFreezing::test_freeze_module_with_fork, test/test_jit.py::TestFreezing::test_freeze_module_with_fork2, test/test_jit.py::TestFreezing::test_freeze_module_with_fork_calling_module_method, test/test_jit.py::TestFreezing::test_freeze_module_with_helperfunction, test/test_jit.py::TestFreezing::test_freeze_module_with_inplace_mutable, test/test_jit.py::TestFreezing::test_freeze_module_with_list, test/test_jit.py::TestFreezing::test_freeze_module_with_mutable_dict, test/test_jit.py::TestFreezing::test_freeze_module_with_mutable_list, test/test_jit.py::TestFreezing::test_freeze_module_with_mutable_tensor, test/test_jit.py::TestFreezing::test_freeze_module_with_nested_fork, test/test_jit.py::TestFreezing::test_freeze_module_with_nestedaliasing, test/test_jit.py::TestFreezing::test_freeze_module_with_nestedaliasingscalar, test/test_jit.py::TestFreezing::test_freeze_module_with_non_static_module_container_index, test/test_jit.py::TestFreezing::test_freeze_module_with_overlapping_attrs, test/test_jit.py::TestFreezing::test_freeze_module_with_preserve_sub_module, test/test_jit.py::TestFreezing::test_freeze_module_with_preserve_sub_module_and_mutation, test/test_jit.py::TestFreezing::test_freeze_module_with_sharedclasstype, test/test_jit.py::TestFreezing::test_freeze_module_with_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_tensor, test/test_jit.py::TestFreezing::test_freeze_module_with_tuple, test/test_jit.py::TestFreezing::test_freeze_module_with_tupleoutput_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_attr, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_attribute_on_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_attribute_on_unused_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_method, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_method2, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_method_on_submodule, test/test_jit.py::TestFreezing::test_freeze_no_forward, test/test_jit.py::TestFreezing::test_freeze_non_interface_module_swap, test/test_jit.py::TestFreezing::test_freeze_non_module_class_getattr, test/test_jit.py::TestFreezing::test_freeze_recursive_interfaces, test/test_jit.py::TestFreezing::test_freeze_recursive_interfaces_same_name, test/test_jit.py::TestFreezing::test_freeze_recursive_interfaces_with_reassignment, test/test_jit.py::TestFreezing::test_freeze_with_interface_mutable, test/test_jit.py::TestFreezing::test_freeze_with_swapping_interfaces, test/test_jit.py::TestFreezing::test_module_getattr_indirection, test/test_jit.py::TestFreezing::test_module_with_shared_type_instances, test/test_jit.py::TestFrozenOptimizations::test_bn_not_broadcast_with_linear, test/test_jit.py::TestFrozenOptimizations::test_collapse_adjacent_conversions, test/test_jit.py::TestFrozenOptimizations::test_conv_add_folding, test/test_jit.py::TestFrozenOptimizations::test_conv_bn_folding, test/test_jit.py::TestFrozenOptimizations::test_conv_bn_folding_autocast_scenario_cuda, test/test_jit.py::TestFrozenOptimizations::test_conv_bn_folding_not_forward, test/test_jit.py::TestFrozenOptimizations::test_conv_hardswish, test/test_jit.py::TestFrozenOptimizations::test_conv_mul_add_bn, test/test_jit.py::TestFrozenOptimizations::test_conv_to_mkldnn, test/test_jit.py::TestFrozenOptimizations::test_conv_to_mkldnn_no_mkldnn, test/test_jit.py::TestFrozenOptimizations::test_freeze_conv_relu_fusion, test/test_jit.py::TestFrozenOptimizations::test_freeze_conv_relu_fusion_not_forward, test/test_jit.py::TestFrozenOptimizations::test_freeze_mkdlnn, test/test_jit.py::TestFrozenOptimizations::test_freeze_remove_dropout, test/test_jit.py::TestFrozenOptimizations::test_freeze_remove_feature_dropout, test/test_jit.py::TestFrozenOptimizations::test_hardswish_hardsigmoid, test/test_jit.py::TestFrozenOptimizations::test_incompatible_perf_formats, test/test_jit.py::TestFrozenOptimizations::test_linear_bn_folding, test/test_jit.py::TestFrozenOptimizations::test_linear_bn_folding_autocast_scenario_cuda, test/test_jit.py::TestFrozenOptimizations::test_linear_concat, test/test_jit.py::TestFrozenOptimizations::test_linear_concat_complex, test/test_jit.py::TestFrozenOptimizations::test_linear_concat_different_input, test/test_jit.py::TestFrozenOptimizations::test_linear_multiple_blocks, test/test_jit.py::TestFrozenOptimizations::test_linear_non_constant_weight, test/test_jit.py::TestFrozenOptimizations::test_linear_transpose, test/test_jit.py::TestFrozenOptimizations::test_maxpool_mkldnn, test/test_jit.py::TestFrozenOptimizations::test_mkldnn_fuser_broadcasting, test/test_jit.py::TestFrozenOptimizations::test_mkldnn_inplace_removal, test/test_jit.py::TestFrozenOptimizations::test_numel_less_than_size_with_padding, test/test_jit.py::TestFrozenOptimizations::test_optimize_freeze_module, test/test_jit.py::TestFrozenOptimizations::test_pool2d_batchnorm, test/test_jit.py::TestFrozenOptimizations::test_pool3d_batchnorm, test/test_jit.py::TestFrozenOptimizations::test_remove_detach, test/test_jit.py::TestFrozenOptimizations::test_remove_detach_not_applied, test/test_jit.py::TestFrozenOptimizations::test_scalar_mul, test/test_jit.py::TestMKLDNNReinplacing::test_always_alive_values, test/test_jit.py::TestMKLDNNReinplacing::test_merge_liveness, test/test_jit.py::TestMKLDNNReinplacing::test_successful, test/test_jit.py::TestMKLDNNReinplacing::test_switch_inputs_to_inplace, test/test_jit.py::TestPeephole::test_conv_dim_folding, test/test_jit.py::TestPeephole::test_integer_refinement, test/test_jit.py::TestPeephole::test_noop_peephole, test/test_jit.py::TestPeephole::test_normalized_is_op, test/test_jit.py::TestPeephole::test_normalized_isnot_op, test/test_jit.py::TestPeephole::test_normalized_rsub, test/test_jit.py::TestPeephole::test_optimize_out_comparison_same_value, test/test_jit.py::TestPeephole::test_peephole, test/test_jit.py::TestPeephole::test_peephole_add_zero, test/test_jit.py::TestPeephole::test_peephole_arith, test/test_jit.py::TestPeephole::test_peephole_cuda, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_dict_modified, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_get_input_arg, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_keys_might_overlap, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_missing_key, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_overlapping_keys, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_unsupported_type, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_simple, test/test_jit.py::TestPeephole::test_peephole_dict_len, test/test_jit.py::TestPeephole::test_peephole_dict_len_no_optimization_keys_might_overlap, test/test_jit.py::TestPeephole::test_peephole_dict_len_no_optimization_overlapping_keys, test/test_jit.py::TestPeephole::test_peephole_dict_len_no_optimization_unsupported_type, test/test_jit.py::TestPeephole::test_peephole_dynamic, test/test_jit.py::TestPeephole::test_peephole_int, test/test_jit.py::TestPeephole::test_peephole_len_list, test/test_jit.py::TestPeephole::test_peephole_list_len, test/test_jit.py::TestPeephole::test_peephole_list_ops, test/test_jit.py::TestPeephole::test_peephole_no_output_aliasing, test/test_jit.py::TestPeephole::test_peephole_optional_refine, test/test_jit.py::TestPeephole::test_peephole_slice_all_three_args, test/test_jit.py::TestPeephole::test_peephole_slice_one_empty_arg, test/test_jit.py::TestPeephole::test_peephole_slice_optimization_not_applied_list_modified, test/test_jit.py::TestPeephole::test_peephole_slice_optimization_not_applied_non_const_args, test/test_jit.py::TestPeephole::test_peephole_slice_two_empty_args, test/test_jit.py::TestPeephole::test_peephole_type_refinements, test/test_jit.py::TestPeephole::test_peephole_with_non_output_writes, test/test_jit.py::TestPeephole::test_peephole_with_writes, test/test_jit.py::TestPeephole::test_refine_integer_values, test/test_jit.py::TestPeephole::test_short_circuit_optimization, test/test_jit.py::TestAliasAnalysis::test_becomes_wildcard_annotations, test/test_jit.py::TestAliasAnalysis::test_multiple_compilation_units, test/test_jit.py::TestAliasAnalysis::test_nested_list_construct_not_wildcard, test/test_jit.py::TestAliasAnalysis::test_recursive_calls, test/test_jit.py::TestSaveLoad::test_different_functions, test/test_jit.py::TestSaveLoad::test_different_interfaces, test/test_jit.py::TestSaveLoad::test_different_modules, test/test_jit.py::TestSaveLoad::test_many_collisions, test/test_jit.py::TestSaveLoad::test_save_load_large_string_attribute, test/test_jit.py::TestSaveLoad::test_save_load_meta_tensors, test/test_jit.py::TestSaveLoad::test_save_load_meta_tensors_to_device, test/test_jit.py::TestSaveLoad::test_save_load_params_buffers_submodules, test/test_jit.py::TestSaveLoad::test_save_load_using_pathlib, test/test_jit.py::TestSaveLoad::test_save_load_with_extra_files, test/test_jit.py::TestSaveLoad::test_save_load_with_saved_traced_inputs, test/test_jit.py::TestSaveLoad::test_save_namedtuple_input_only, test/test_jit.py::TestSaveLoad::test_save_namedtuple_input_only_forwardref, test/test_jit.py::TestSaveLoad::test_save_namedtuple_output_only, test/test_jit.py::TestSaveLoad::test_save_nonexit_file, test/test_jit.py::TestSaveLoadFlatbuffer::test_different_functions, test/test_jit.py::TestSaveLoadFlatbuffer::test_different_interfaces, test/test_jit.py::TestSaveLoadFlatbuffer::test_different_modules, test/test_jit.py::TestSaveLoadFlatbuffer::test_many_collisions, test/test_jit.py::TestSaveLoadFlatbuffer::test_module_info_flatbuffer, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_load_params_buffers_submodules, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_load_using_pathlib, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_load_with_extra_files, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_namedtuple_input_only, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_namedtuple_output_only, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar_inplace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar_reciprocal, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar_scalar, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_tensor, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_tensor_inplace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_tensor_out, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_linspace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_linspace_out, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_logspace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_logspace_out, test/test_jit.py::TestModuleContainers::test_custom_container_forward, test/test_jit.py::TestModuleContainers::test_empty_dict_override_contains, test/test_jit.py::TestModuleContainers::test_module_inplace_construct, test/test_jit.py::TestModuleContainers::test_module_interface_special_methods, test/test_jit.py::TestModuleContainers::test_module_properties, test/test_jit.py::TestModuleContainers::test_moduledict, test/test_jit.py::TestModuleContainers::test_moduledict_getitem, test/test_jit.py::TestModuleContainers::test_moduledict_keyerror, test/test_jit.py::TestModuleContainers::test_normal_list_attribute_with_modules_error, test/test_jit.py::TestModuleContainers::test_parameterdict_script_getitem, test/test_jit.py::TestModuleContainers::test_parameterlist_script_getitem, test/test_jit.py::TestModuleContainers::test_parameterlist_script_iter, test/test_jit.py::TestModuleContainers::test_script_module_list_sequential, test/test_jit.py::TestModuleContainers::test_script_modulelist_index, test/test_jit.py::TestModuleContainers::test_sequential_intermediary_types, test/test_jit.py::TestModuleContainers::test_special_method_with_override, test/test_jit.py::TestModuleContainers::test_typed_module_dict, test/test_jit.py::TestModuleContainers::test_typed_module_list, test/test_jit.py::TestPythonBindings::test_add_input, test/test_jit.py::TestPythonBindings::test_aliasdb, test/test_jit.py::TestPythonBindings::test_canonicalize, test/test_jit.py::TestPythonBindings::test_cu_create_function, test/test_jit.py::TestPythonBindings::test_cu_get_functions, test/test_jit.py::TestPythonBindings::test_graph_create, test/test_jit.py::TestPythonBindings::test_graph_iterator_keepalive, test/test_jit.py::TestPythonBindings::test_invalidation, test/test_jit.py::TestPythonIr::test_param_strides, test/test_jit.py::TestPythonIr::test_permute_inputs_binding, test/test_jit.py::TestPythonIr::test_python_ir_utils, test/test_jit.py::TestPythonIr::test_python_ir_utils_graph, test/test_jit.py::TestFunctionalBlocks::test_subgraph_creation, test/test_jit.py::TestRemoveMutation::test_aten_inplace, test/test_jit.py::TestRemoveMutation::test_common_pytorch_list_ops, test/test_jit.py::TestRemoveMutation::test_if_output, test/test_jit.py::TestRemoveMutation::test_if_output_fail, test/test_jit.py::TestRemoveMutation::test_list_indexing_removal, test/test_jit.py::TestRemoveMutation::test_lists_append, test/test_jit.py::TestRemoveMutation::test_lists_insert, test/test_jit.py::TestRemoveMutation::test_special_mapped_op, test/test_jit.py::TestTorchbind::test_default_args, test/test_jit.py::TestTorchbind::test_lambda_as_constructor, test/test_jit.py::TestTorchbind::test_profiler_custom_op, test/test_jit.py::TestTorchbind::test_staticmethod, test/test_jit.py::TestTorchbind::test_torchbind, test/test_jit.py::TestTorchbind::test_torchbind_attr_exception, test/test_jit.py::TestTorchbind::test_torchbind_class_attr_recursive, test/test_jit.py::TestTorchbind::test_torchbind_class_attribute, test/test_jit.py::TestTorchbind::test_torchbind_deepcopy, test/test_jit.py::TestTorchbind::test_torchbind_def_property_getter_setter, test/test_jit.py::TestTorchbind::test_torchbind_def_property_just_getter, test/test_jit.py::TestTorchbind::test_torchbind_def_property_readwrite, test/test_jit.py::TestTorchbind::test_torchbind_getattr, test/test_jit.py::TestTorchbind::test_torchbind_getstate, test/test_jit.py::TestTorchbind::test_torchbind_instantiate_missing_class, test/test_jit.py::TestTorchbind::test_torchbind_lambda_method, test/test_jit.py::TestTorchbind::test_torchbind_no_init, test/test_jit.py::TestTorchbind::test_torchbind_optional_explicit_attr, test/test_jit.py::TestTorchbind::test_torchbind_pass_wrong_type, test/test_jit.py::TestTorchbind::test_torchbind_pickle_serialization, test/test_jit.py::TestTorchbind::test_torchbind_python_deepcopy, test/test_jit.py::TestTorchbind::test_torchbind_return_instance, test/test_jit.py::TestTorchbind::test_torchbind_return_instance_from_method, test/test_jit.py::TestTorchbind::test_torchbind_return_tuple, test/test_jit.py::TestTorchbind::test_torchbind_save_load, test/test_jit.py::TestTorchbind::test_torchbind_take_as_arg, test/test_jit.py::TestTorchbind::test_torchbind_take_instance_as_method_arg, test/test_jit.py::TestTorchbind::test_torchbind_tracing, test/test_jit.py::TestTorchbind::test_torchbind_tracing_nested, test/test_jit.py::TestModuleInterface::test_freeze_module_with_inplace_mutation_in_interface, test/test_jit.py::TestModuleInterface::test_freeze_module_with_interface, test/test_jit.py::TestModuleInterface::test_freeze_module_with_interface_and_fork, test/test_jit.py::TestModuleInterface::test_freeze_module_with_mutated_interface, test/test_jit.py::TestModuleInterface::test_freeze_module_with_setattr_in_interface, test/test_jit.py::TestModuleInterface::test_module_apis_interface, test/test_jit.py::TestModuleInterface::test_module_doc_string, test/test_jit.py::TestModuleInterface::test_module_interface, test/test_jit.py::TestModuleInterface::test_module_interface_inheritance, test/test_jit.py::TestModuleInterface::test_module_interface_subtype, test/test_jit.py::TestModuleInterface::test_module_swap, test/test_jit.py::TestModuleInterface::test_module_swap_no_lazy_compile, test/test_jit.py::TestModuleInterface::test_module_swap_no_module_interface, test/test_jit.py::TestModuleInterface::test_module_swap_wrong_module, test/test_jit.py::TestModuleInterface::test_not_submodule_interface_call, test/test_jit.py::TestModuleInterface::test_script_module_as_interface_swap, test/test_jit.py::TestWith::test_with_as, test/test_jit.py::TestWith::test_with_errors, test/test_jit.py::TestWith::test_with_exceptions, test/test_jit.py::TestWith::test_with_no_as, test/test_jit.py::TestWith::test_with_no_grad, test/test_jit.py::TestWith::test_with_record_function, test/test_jit.py::TestEnum::test_closed_over_enum_constant, test/test_jit.py::TestEnum::test_enum_as_const, test/test_jit.py::TestEnum::test_enum_as_module_attribute, test/test_jit.py::TestEnum::test_enum_comp, test/test_jit.py::TestEnum::test_enum_comp_diff_classes, test/test_jit.py::TestEnum::test_enum_explicit_script, test/test_jit.py::TestEnum::test_enum_iterate, test/test_jit.py::TestEnum::test_enum_ivalue_type, test/test_jit.py::TestEnum::test_enum_module_return, test/test_jit.py::TestEnum::test_enum_name, test/test_jit.py::TestEnum::test_enum_return, test/test_jit.py::TestEnum::test_enum_value, test/test_jit.py::TestEnum::test_enum_value_types, test/test_jit.py::TestEnum::test_heterogenous_value_type_enum_error, test/test_jit.py::TestEnum::test_non_existent_enum_value, test/test_jit.py::TestEnum::test_string_enum_as_module_attribute, test/test_jit.py::TestEnum::test_typed_enum, test/test_jit.py::TestStringFormatting::test_modulo_operator, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_alternate_digit_placeholder, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_capital_exponent_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_char_placeholder_and_char_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_char_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_char_placeholder_and_true_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_digit_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_digit_placeholder_and_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_double_percent_in_string, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_exponent_placeholder_and_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_float_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_float_placeholder_and_float_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_lowercase_exponent_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_multiple_placeholders, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_percent_in_string, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_string_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_string_placeholder_and_format_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_string_placeholder_and_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_subscript, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_too_few_arguments, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_too_many_arguments, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_unknown_format_specifier, test/test_jit.py::TestProfiler::test_aliasing_merge, test/test_jit.py::TestProfiler::test_autograd_fallback_graph, test/test_jit.py::TestProfiler::test_fallback_graph_not_specialized, test/test_jit.py::TestProfiler::test_iterative_fusion, test/test_jit.py::TestProfiler::test_local_fusion_strategy, test/test_jit.py::TestProfiler::test_not_fusing_scalar_ops, test/test_jit.py::TestProfiler::test_not_optimizing_property, test/test_jit.py::TestProfiler::test_specialize_backward, test/test_jit.py::TestProfiler::test_specialized_types, test/test_jit.py::TestProfiler::test_tensor_constant, test/test_jit.py::TestProfiler::test_tensor_type_not_determined_by_inputs, test/test_jit.py::TestProfiler::test_use_not_profiled, test/test_jit.py::TestSlice::test_module_list_slicing, test/test_jit.py::TestSlice::test_slice_as_variable, test/test_jit.py::TestSlice::test_slice_dynamic_index, test/test_jit.py::TestSlice::test_slice_kwarg, test/test_jit.py::TestSlice::test_slice_one_none, test/test_jit.py::TestSlice::test_slice_start_stop, test/test_jit.py::TestSlice::test_slice_start_stop_step, test/test_jit.py::TestSlice::test_slice_start_stop_with_none, test/test_jit.py::TestSlice::test_slice_stop_clipped, test/test_jit.py::TestSlice::test_slice_stop_only, test/test_jit.py::TestSlice::test_slice_stop_only_with_nones, test/test_jit.py::TestSlice::test_slice_string, test/test_jit.py::TestSlice::test_slice_tensor, test/test_jit.py::TestSlice::test_slice_tensor_multidim, test/test_jit.py::TestSlice::test_slice_tensor_multidim_with_dots, test/test_jit.py::TestSlice::test_slice_three_nones, test/test_jit.py::TestSlice::test_slice_two_nones, test/test_jit.py::TestSlice::test_tuple_slicing, test/test_jit.py::TestIgnorableArgs::test_add_out_ignorable_args, test/test_jit.py::TestIgnorableArgs::test_slice_ignorable_args_for_slice, test/test_jit.py::TestHooks::test_forward_tuple_input, test/test_jit.py::TestHooks::test_hook_compilation_hint, test/test_jit.py::TestHooks::test_hook_hook_name_collision, test/test_jit.py::TestHooks::test_hook_method_name_collision, test/test_jit.py::TestHooks::test_module_direct_forward_invocation, test/test_jit.py::TestHooks::test_module_forward_multiple_inputs, test/test_jit.py::TestHooks::test_module_forward_single_input, test/test_jit.py::TestHooks::test_module_hook_return_nothing, test/test_jit.py::TestHooks::test_module_multiple_hooks_multiple_inputs, test/test_jit.py::TestHooks::test_module_multiple_hooks_single_input, test/test_jit.py::TestHooks::test_module_no_forward_input, test/test_jit.py::TestHooks::test_module_same_hook_repeated, test/test_jit.py::TestHooks::test_submodule_called_directly_with_hooks, test/test_jit.py::TestHooks::test_submodule_direct_forward_invocation, test/test_jit.py::TestHooks::test_submodule_forward_multiple_inputs, test/test_jit.py::TestHooks::test_submodule_forward_single_input, test/test_jit.py::TestHooks::test_submodule_forward_single_input_return_not_tupled, test/test_jit.py::TestHooks::test_submodule_hook_return_nothing, test/test_jit.py::TestHooks::test_submodule_multiple_hooks_multiple_inputs, test/test_jit.py::TestHooks::test_submodule_multiple_hooks_single_input, test/test_jit.py::TestHooks::test_submodule_no_forward_input, test/test_jit.py::TestHooks::test_submodule_same_hook_repeated, test/test_jit.py::TestHooks::test_wrong_hook_signatures, test/test_jit.py::TestHooks::test_wrong_pre_hook_signatures, test/test_jit.py::TestWarn::test_warn, test/test_jit.py::TestWarn::test_warn_multiple_calls_multiple_warnings, test/test_jit.py::TestWarn::test_warn_multiple_calls_same_func_diff_stack, test/test_jit.py::TestWarn::test_warn_once_per_func, test/test_jit.py::TestWarn::test_warn_once_per_func_in_loop, test/test_jit.py::TestWarn::test_warn_only_once, test/test_jit.py::TestWarn::test_warn_only_once_in_loop_func, test/test_jit.py::TestIsinstance::test_bool, test/test_jit.py::TestIsinstance::test_dict, test/test_jit.py::TestIsinstance::test_dict_nested, test/test_jit.py::TestIsinstance::test_dict_no_contained_type, test/test_jit.py::TestIsinstance::test_dict_tensor, test/test_jit.py::TestIsinstance::test_empty_container_special_cases, test/test_jit.py::TestIsinstance::test_empty_container_throws_warning_in_eager, test/test_jit.py::TestIsinstance::test_float, test/test_jit.py::TestIsinstance::test_if_else, test/test_jit.py::TestIsinstance::test_in_if, test/test_jit.py::TestIsinstance::test_in_while_loop, test/test_jit.py::TestIsinstance::test_int, test/test_jit.py::TestIsinstance::test_list, test/test_jit.py::TestIsinstance::test_list_nested, test/test_jit.py::TestIsinstance::test_list_no_contained_type, test/test_jit.py::TestIsinstance::test_list_tensor, test/test_jit.py::TestIsinstance::test_list_tensor_type_true, test/test_jit.py::TestIsinstance::test_nontuple_container_rhs_throws_in_eager, test/test_jit.py::TestIsinstance::test_optional, test/test_jit.py::TestIsinstance::test_optional_nested, test/test_jit.py::TestIsinstance::test_optional_no_contained_type, test/test_jit.py::TestIsinstance::test_optional_none, test/test_jit.py::TestIsinstance::test_tensor_type_false, test/test_jit.py::TestIsinstance::test_tuple, test/test_jit.py::TestIsinstance::test_tuple_nested, test/test_jit.py::TestIsinstance::test_tuple_no_contained_type, test/test_jit.py::TestIsinstance::test_tuple_rhs, test/test_jit.py::TestIsinstance::test_tuple_tensor, test/test_jit.py::TestIsinstance::test_type_refinement, test/test_jit.py::TestCUDA::test__exchange_device_op, test/test_jit.py::TestCUDA::test__maybe_exchange_device_op, test/test_jit.py::TestCUDA::test_cuda_synchronize, test/test_jit.py::TestCUDA::test_current_stream, test/test_jit.py::TestCUDA::test_event_args, test/test_jit.py::TestCUDA::test_stream_args, test/test_jit.py::TestCUDA::test_streams_and_events, test/test_jit.py::TestPythonBuiltinOP::test_add, test/test_jit.py::TestPythonBuiltinOP::test_adv_indexing_list, test/test_jit.py::TestPythonBuiltinOP::test_advancedindex, test/test_jit.py::TestPythonBuiltinOP::test_gather, test/test_jit.py::TestPythonBuiltinOP::test_index, test/test_jit.py::TestPythonBuiltinOP::test_index_ellipses, test/test_jit.py::TestPythonBuiltinOP::test_inf, test/test_jit.py::TestPythonBuiltinOP::test_matmul_py3, test/test_jit.py::TestPythonBuiltinOP::test_mul, test/test_jit.py::TestPythonBuiltinOP::test_pow, test/test_jit.py::TestPythonBuiltinOP::test_random, test/test_jit.py::TestPythonBuiltinOP::test_slice, test/test_jit.py::TestPythonBuiltinOP::test_stepped_tuple_slicing, test/test_jit.py::TestPythonBuiltinOP::test_str_to_float, test/test_jit.py::TestPythonBuiltinOP::test_triple, test/test_jit.py::TestTyping::test_bool_list_io, test/test_jit.py::TestTyping::test_dict_comprehension, test/test_jit.py::TestTyping::test_dict_comprehension_scope, test/test_jit.py::TestTyping::test_dict_comprehension_with_type_annotation, test/test_jit.py::TestTyping::test_dict_in_not_in, test/test_jit.py::TestTyping::test_dict_invalid_annotations, test/test_jit.py::TestTyping::test_dict_type_refinement_annotation_key_mismatch, test/test_jit.py::TestTyping::test_dict_type_refinement_annotation_value_mismatch, test/test_jit.py::TestTyping::test_for_in_dict, test/test_jit.py::TestTyping::test_for_in_string, test/test_jit.py::TestTyping::test_for_tuple_assign, test/test_jit.py::TestTyping::test_for_tuple_unpack, test/test_jit.py::TestTyping::test_inherited_annotations_python_310, test/test_jit.py::TestTyping::test_list_io, test/test_jit.py::TestTyping::test_list_iterables, test/test_jit.py::TestTyping::test_list_sum, test/test_jit.py::TestTyping::test_list_type_refinement_annotation_element_mismatch, test/test_jit.py::TestTyping::test_list_unification, test/test_jit.py::TestTyping::test_multiple_assign, test/test_jit.py::TestTyping::test_namedtuple_error_source_attribution, test/test_jit.py::TestTyping::test_namedtuple_good_error, test/test_jit.py::TestTyping::test_namedtuple_py2, test/test_jit.py::TestTyping::test_namedtuple_redefine, test/test_jit.py::TestTyping::test_nested_list, test/test_jit.py::TestTyping::test_opt_opt_refinement, test/test_jit.py::TestTyping::test_optional_conversion, test/test_jit.py::TestTyping::test_optional_refinement, test/test_jit.py::TestTyping::test_optional_tuple, test/test_jit.py::TestTyping::test_singleton_tuple_unpack, test/test_jit.py::TestTyping::test_sum_list_diff_elms, test/test_jit.py::TestTyping::test_sum_list_empty, test/test_jit.py::TestTyping::test_sum_list_literal, test/test_jit.py::TestTyping::test_sum_list_one, test/test_jit.py::TestTyping::test_sum_list_wrong_type, test/test_jit.py::TestTyping::test_tuple_assignments, test/test_jit.py::TestTyping::test_tuple_create_return, test/test_jit.py::TestTyping::test_tuple_io, test/test_jit.py::TestTyping::test_tuple_keyword, test/test_jit.py::TestTyping::test_tuple_specialization, test/test_jit.py::TestHash::test_hash_bool, test/test_jit.py::TestHash::test_hash_device, test/test_jit.py::TestHash::test_hash_float, test/test_jit.py::TestHash::test_hash_int, test/test_jit.py::TestHash::test_hash_none, test/test_jit.py::TestHash::test_hash_string, test/test_jit.py::TestHash::test_hash_tensor, test/test_jit.py::TestHash::test_hash_tuple, test/test_jit.py::TestHash::test_hash_tuple_nested_unhashable_type, test/test_jit.py::TestComplex::test_binary_op_complex_tensor, test/test_jit.py::TestComplex::test_comparison_ops, test/test_jit.py::TestComplex::test_complex_constants_and_ops, test/test_jit.py::TestComplex::test_complex_constructor, test/test_jit.py::TestComplex::test_complex_list_sum, test/test_jit.py::TestComplex::test_complex_parse, test/test_jit.py::TestComplex::test_complexdict, test/test_jit.py::TestComplex::test_complexlist, test/test_jit.py::TestComplex::test_div, test/test_jit.py::TestComplex::test_infj_nanj_pickle, test/test_jit.py::TestComplex::test_pickle, test/test_jit.py::TestComplex::test_script, test/test_jit.py::TestComplex::test_tensor_attributes, test/test_jit.py::TestComplex::test_torch_complex_constructor_with_tensor, test/test_jit.py::TestJitUtils::test_checkscriptassertraisesregex, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_hybrid, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_keyword_only, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_positional_only, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_positional_or_keyword, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_var_keyword, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_var_positional, test/test_jit.py::TestJitUtils::test_no_tracer_warn_context_manager, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_class_level_annotation_and_init_annotation, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_class_level_annotation_only, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_class_level_jit_annotation, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_dict, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_dict_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_list, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_list_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_optional, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_tensor, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_falsy_base_type, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_nonempty_container, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_attribute, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_dict, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_dict_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_list, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_list_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_optional, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_torch_jit_import, test/test_jit.py::TestTypesAndAnnotation::test_annotate_outside_init, test/test_jit.py::TestTypesAndAnnotation::test_bad_types, test/test_jit.py::TestTypesAndAnnotation::test_ignore_with_types, test/test_jit.py::TestTypesAndAnnotation::test_ignoring_fn_with_nonscriptable_types, test/test_jit.py::TestTypesAndAnnotation::test_ignoring_module_attributes, test/test_jit.py::TestTypesAndAnnotation::test_inferred_type_error_message, test/test_jit.py::TestTypesAndAnnotation::test_mismatched_annotation, test/test_jit.py::TestTypesAndAnnotation::test_optional_no_element_type_annotation, test/test_jit.py::TestTypesAndAnnotation::test_parser_bug, test/test_jit.py::TestTypesAndAnnotation::test_pep585_type, test/test_jit.py::TestTypesAndAnnotation::test_python_callable, test/test_jit.py::TestTypesAndAnnotation::test_reannotate, test/test_jit.py::TestTypesAndAnnotation::test_tuple_no_element_type_annotation, test/test_jit.py::TestTypesAndAnnotation::test_type_annotate_py3, test/test_jit.py::TestTypesAndAnnotation::test_types_as_values, test/test_jit.py::TestTypesAndAnnotation::test_unimported_type_resolution, test/test_jit.py::TestMisc::test_broadcasting_list, test/test_jit.py::TestMisc::test_export_opnames_interface, test/test_jit.py::TestMisc::test_future_isinstance, test/test_jit.py::TestMisc::test_hacked_twin, test/test_jit.py::TestMisc::test_if_returning_any, test/test_jit.py::TestMisc::test_jit_get_operation_order, test/test_jit.py::TestMisc::test_joined_str, test/test_jit.py::TestMisc::test_kwarg_support, test/test_jit.py::TestMisc::test_legacy_tensor_constructor, test/test_jit.py::TestMisc::test_list_literal_infer, test/test_jit.py::TestMisc::test_math_inf, test/test_jit.py::TestMisc::test_parse_ir_annotate, test/test_jit.py::TestMisc::test_parse_ir_single_element_tensor_negative, test/test_jit.py::TestMisc::test_parse_ir_single_element_tensor_positive, test/test_jit.py::TestMisc::test_pow_multiple_dtype, test/test_jit.py::TestMisc::test_script_many_decorators, test/test_jit.py::TestMisc::test_str_refine_any, test/test_jit.py::TestMisc::test_subexpression_Dict_int_Future, test/test_jit.py::TestMisc::test_subexpression_Future_annotate, test/test_jit.py::TestMisc::test_subexpression_List_Future, test/test_jit.py::TestMisc::test_subexpression_Optional, test/test_jit.py::TestMisc::test_subexpression_Tuple_int_int_Future, test/test_jit.py::TestMisc::test_tuple_subscripted_assign, test/test_jit.py::TestMisc::test_unsafe_hacked_twin, test/test_jit.py::TestUpgraders::test_add_value_to_version_map, test/test_jit.py::TestUpgraders::test_aten_div_scalar_at_3, test/test_jit.py::TestUpgraders::test_aten_div_tensor_at_3, test/test_jit.py::TestUpgraders::test_aten_div_tensor_out_at_3, test/test_jit.py::TestUpgraders::test_aten_full_at_4, test/test_jit.py::TestUpgraders::test_aten_full_other_variants, test/test_jit.py::TestUpgraders::test_aten_full_out_at_4, test/test_jit.py::TestUpgraders::test_aten_linspace, test/test_jit.py::TestUpgraders::test_aten_linspace_out, test/test_jit.py::TestUpgraders::test_aten_logspace, test/test_jit.py::TestUpgraders::test_aten_logspace_out, test/test_jit.py::TestUpgraders::test_aten_test_serialization, test/test_jit.py::TestUpgraders::test_populated_test_upgrader_graph, test/test_jit.py::TestUpgraders::test_populated_upgrader_graph, test/test_jit.py::TestTensorCreationOps::test_randperm_default_dtype, test/test_jit.py::TestTensorCreationOps::test_randperm_specifed_dtype, test/test_jit.py::TestTensorCreationOps::test_tril_indices_default_dtype, test/test_jit.py::TestTensorCreationOps::test_tril_indices_specified_dtype, test/test_jit.py::TestTensorCreationOps::test_triu_indices_default_dtype, test/test_jit.py::TestTensorCreationOps::test_triu_indices_specified_dtype, test/test_jit.py::TestModuleAPIs::test_customized_state_dict_methods, test/test_jit.py::TestModuleAPIs::test_default_state_dict_methods, test/test_jit.py::TestModuleAPIs::test_submodule_customized_state_dict_methods, test/test_jit.py::TestScriptProfile::test_basic, test/test_jit.py::TestScriptProfile::test_empty, test/test_jit.py::TestScriptProfile::test_multi, test/test_jit.py::TestScriptProfile::test_script, test/test_jit.py::TestScriptProfile::test_section, test/test_jit.py::TestFunctionalToInplaceActivation::test_check_no_type_promotion, test/test_jit.py::TestFunctionalToInplaceActivation::test_functional_to_inplace_activation, test/test_jit.py::TestFunctionalToInplaceActivation::test_no_functional_to_inplace, test/test_jit.py::TestFunctionalToInplaceActivation::test_resnet18_correctness, test/test_jit.py::TestInplaceToFunctionalActivation::test_inplace_to_functional_activation, test/test_jit.py::TestInplaceToFunctionalActivation::test_resnet18_correctness, test/test_jit.py::TestParametrization::test_scriptable, test/test_jit.py::TestParametrization::test_traceable, test/test_jit.py::TestGetDefaultAttr::test_getattr_named_tuple, test/test_jit.py::TestGetDefaultAttr::test_getattr_tuple, test/test_jit.py::TestGetDefaultAttr::test_getattr_with_default, test/test_jit.py::TestAtenPow::test_aten_pow_zero_negative_exponent, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_fuse_activation_with_pack_ops_linear_conv2d_1, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_fuse_activation_with_pack_ops_linear_conv2d_2, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_fuse_activation_with_pack_ops_linear_conv2d_3, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_fuse_activation_with_pack_ops_linear_conv2d_4, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_insert_pre_packed_linear_before_inline_and_conv_2d_op, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_insert_pre_packed_linear_op, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_replace_conv1d_with_conv2d, test/test_jit.py::TestUnion::test_check_union_annotation, test/test_jit.py::TestUnion::test_union_T_None_is_equivalent_to_optional_T, test/test_jit.py::TestUnion::test_union_argument_order_is_ignored, test/test_jit.py::TestUnion::test_union_argument_order_is_ignored_container, test/test_jit.py::TestUnion::test_union_as_annotation, test/test_jit.py::TestUnion::test_union_as_annotation_in_typed_container, test/test_jit.py::TestUnion::test_union_as_annotation_py2, test/test_jit.py::TestUnion::test_union_as_dict_key, test/test_jit.py::TestUnion::test_union_as_dict_value, test/test_jit.py::TestUnion::test_union_as_internal_tuple_type, test/test_jit.py::TestUnion::test_union_branching_does_not_autoinfer_undeclared_union, test/test_jit.py::TestUnion::test_union_branching_does_not_widen_existing_inferred_type, test/test_jit.py::TestUnion::test_union_branching_with_union_return_and_homogenous_types, test/test_jit.py::TestUnion::test_union_does_not_replace_existing_annotated_type, 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test/test_jit.py::TestUnion::test_union_type_refinement_union_rhs, test/test_jit.py::TestUnion::test_union_variable_can_be_reassigned, test/test_jit.py::TestUnion::test_union_with_collections, test/test_jit.py::TestUnion::test_union_with_dict_assignment, test/test_jit.py::TestUnion::test_union_with_enum, test/test_jit.py::TestUnion::test_union_with_list_assignment, test/test_jit.py::TestUnion::test_union_with_scalar_values, test/test_jit.py::TestUnion::test_unions_of_a_single_argument_vanish, test/test_jit.py::TestUnion::test_unions_of_unions_are_flattened, test/test_jit.py::TestBatchMM::test_batch_mm_no_mutation, test/test_jit.py::TestBatchMM::test_batch_mm_permitted_mutation, test/test_jit.py::TestBatchMM::test_batch_mm_prohibited_mutation, test/test_jit.py::TestBatchMM::test_batch_mm_prohibited_mutation_if_node, test/test_jit.py::TestBatchMM::test_batch_mm_prohibited_mutation_multiple_adds, test/test_jit.py::TestBatchMM::test_batch_mm_side_permitted_mutation, 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test/test_jit.py::TestScript::test_boolean_literal_constant_metacompile, test/test_jit.py::TestScript::test_break_continue_error, test/test_jit.py::TestScript::test_breaks_continues, test/test_jit.py::TestScript::test_builtin_args, test/test_jit.py::TestScript::test_builtin_args_fails, test/test_jit.py::TestScript::test_builtin_function_attributes, test/test_jit.py::TestScript::test_builtin_use_as_value, test/test_jit.py::TestScript::test_call_ge, test/test_jit.py::TestScript::test_call_python_fn_from_script_fn, test/test_jit.py::TestScript::test_call_python_fn_from_script_module, test/test_jit.py::TestScript::test_call_python_fn_from_traced_module, test/test_jit.py::TestScript::test_call_python_fn_from_tracing_fn, test/test_jit.py::TestScript::test_call_python_mod_from_script_fn, test/test_jit.py::TestScript::test_call_python_mod_from_script_module, test/test_jit.py::TestScript::test_call_python_mod_from_traced_module, test/test_jit.py::TestScript::test_call_python_mod_from_tracing_fn, test/test_jit.py::TestScript::test_call_script_fn_from_script_fn, test/test_jit.py::TestScript::test_call_script_fn_from_script_module, test/test_jit.py::TestScript::test_call_script_fn_from_tracing_fn, test/test_jit.py::TestScript::test_call_script_mod_from_script_fn, test/test_jit.py::TestScript::test_call_script_mod_from_script_module, test/test_jit.py::TestScript::test_call_script_mod_from_tracing_fn, test/test_jit.py::TestScript::test_call_traced_fn_from_tracing_fn, test/test_jit.py::TestScript::test_call_traced_mod_from_tracing_fn, test/test_jit.py::TestScript::test_calls_in_type_annotations, test/test_jit.py::TestScript::test_canonicalize_control_outputs, test/test_jit.py::TestScript::test_cast, test/test_jit.py::TestScript::test_cat, test/test_jit.py::TestScript::test_cat_lifts, test/test_jit.py::TestScript::test_chr, test/test_jit.py::TestScript::test_circular_dependency, 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test/test_jit.py::TestScript::test_string_single_escape, test/test_jit.py::TestScript::test_string_slicing, test/test_jit.py::TestScript::test_string_sort, test/test_jit.py::TestScript::test_string_sorted, test/test_jit.py::TestScript::test_submodule_attribute_serialization, test/test_jit.py::TestScript::test_submodule_twice, test/test_jit.py::TestScript::test_sum, test/test_jit.py::TestScript::test_sum_list_diff_elms, test/test_jit.py::TestScript::test_sum_list_empty, test/test_jit.py::TestScript::test_sum_list_literal, test/test_jit.py::TestScript::test_sum_list_one, test/test_jit.py::TestScript::test_sum_list_wrong_type, test/test_jit.py::TestScript::test_sys_stdout_override, test/test_jit.py::TestScript::test_tensor_as_tensor_shape_prop, test/test_jit.py::TestScript::test_tensor_data, test/test_jit.py::TestScript::test_tensor_device, test/test_jit.py::TestScript::test_tensor_dtype, test/test_jit.py::TestScript::test_tensor_grad, 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test/test_jit.py::TestJitGeneratedModule::test_nn_MSELoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MSELoss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_MarginRankingLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_MarginRankingLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_MarginRankingLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_Mish_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_0d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_1d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_index_neg, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_weights_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_1d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_margin_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_p_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_weights_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiheadAttention, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss2d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss2d_no_reduce_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss2d_no_reduce_weights, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLossNd_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLossNd_no_reduce_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLossNd_no_reduce_weights, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_weights, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_weights_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_weights_ignore_index_neg, test/test_jit.py::TestJitGeneratedModule::test_nn_PReLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_broadcast_lhs, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_broadcast_rhs, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_with_non_default_args, test/test_jit.py::TestJitGeneratedModule::test_nn_PixelShuffle, test/test_jit.py::TestJitGeneratedModule::test_nn_PixelUnshuffle, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_RNNCell, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU_with_up_down, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU_with_up_down_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_ReLU6_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_ReLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_ReplicationPad3d, test/test_jit.py::TestJitGeneratedModule::test_nn_ReplicationPad3d_complex, test/test_jit.py::TestJitGeneratedModule::test_nn_ReplicationPad3d_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_SELU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_SiLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Sigmoid_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_beta, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_zero_beta, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_Softplus_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Softshrink_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Softsign_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Tanh_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Tanhshrink_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Threshold_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Transformer, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerDecoderLayer_gelu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerDecoderLayer_relu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerEncoderLayer_gelu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerEncoderLayer_relu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_Transformer_multilayer_coder, test/test_jit.py::TestJitGeneratedModule::test_nn_TripletMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_TripletMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_TripletMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_Unflatten_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Unfold, test/test_jit.py::TestJitGeneratedModule::test_nn_Unfold_int_input, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_2d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_tuple_shared_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_tuple_skewed_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_tuple_skewed_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_tuple_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_tuple_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_2d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_tuple_shared_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_tuple_skewed_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_tuple_skewed_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_tuple_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_tuple_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_1d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_1d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_scale_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_scale_1d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_tuple_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_1d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_2d_launch_configs, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_2d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_3d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_scale_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_scale_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_scale_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_tuple_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_tuple_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_tuple_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_3d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_scale_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_scale_3d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_tuple_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_tuple_3d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_dim0, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_dim3, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_lastdim, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_spatial, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_spatial_special, test/test_jit.py::TestJitGeneratedModule::test_nn_multimarginloss_1d_input_0d_target_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_functional_dim0, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_functional_dim3, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_functional_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_lastdim, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_lastdim_dtype, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_spatial, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_spatial_dtype, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_spatial_special, test/test_jit.py::TestProducerVersion::test_version 2024-12-18T01:34:02.8753279Z 2024-12-18T01:34:02.9615540Z 2024-12-18T01:34:02.9616687Z torch_np/numpy_tests/core/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_indexing_1.1_64f6a7a99c531deb_.log 2024-12-18T01:34:02.9648201Z Running 67 items in this shard: test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_assignment_value_mismatch, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_indexing_list, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_indexing_onedim, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_indexing_twodim, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_shape_mismatch, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_broaderrors_indexing, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_broken_sequence_not_nd_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_ellipsis_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_ellipsis_index_2, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_empty_fancy_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_empty_tuple_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_everything_returns_views, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_index_no_array_to_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_index_no_floats, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_indexing_array_negative_strides, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_indexing_array_weird_strides, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_memory_order, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_none_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_nontuple_ndindex, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_reverse_strides_and_subspace_bufferinit, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_reversed_strides_result_allocation, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_same_kind_index_casting, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_scalar_array_bool, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_single_bool_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_single_int_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_slicing_no_floats, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_small_regressions, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_32_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_32_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_40_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_40_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_32_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_32_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_40_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_40_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_32_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_32_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_40_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_40_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_fancy_indices_special_case, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_trivial_fancy_not_possible, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_trivial_fancy_out_of_bounds, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_tuple_subclass, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_uncontiguous_subspace_assignment, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_error_reports_correct_shape_index0, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_error_reports_correct_shape_index1, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_error_reports_correct_shape_index2, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_subspace, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_index_is_larger, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_prepend_not_one, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_prepending_ones, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_simple_broadcasting_errors, test/torch_np/numpy_tests/core/test_indexing.py::TestFancyIndexingCast::test_boolean_index_cast_assign, test/torch_np/numpy_tests/core/test_indexing.py::TestMultiIndexingAutomated::test_1d, test/torch_np/numpy_tests/core/test_indexing.py::TestMultiIndexingAutomated::test_boolean, test/torch_np/numpy_tests/core/test_indexing.py::TestMultiIndexingAutomated::test_multidim, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_non_integer_argument_errors, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_non_integer_sequence_multiplication, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_reduce_axis_float_index, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_valid_indexing, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_valid_slicing, test/torch_np/numpy_tests/core/test_indexing.py::TestBooleanIndexing::test_bool_as_int_argument_errors, test/torch_np/numpy_tests/core/test_indexing.py::TestBooleanIndexing::test_boolean_indexing_fast_path, test/torch_np/numpy_tests/core/test_indexing.py::TestBooleanIndexing::test_boolean_indexing_weirdness, test/torch_np/numpy_tests/core/test_indexing.py::TestArrayToIndexDeprecation::test_array_to_index_error, test/torch_np/numpy_tests/core/test_indexing.py::TestNonIntegerArrayLike::test_basic, test/torch_np/numpy_tests/core/test_indexing.py::TestMultipleEllipsisError::test_basic 2024-12-18T01:34:02.9678672Z 2024-12-18T01:34:07.0228392Z Running functorch/test_vmap_registrations 1/1 ... [2024-12-18 01:34:07.022240] 2024-12-18T01:34:07.0229013Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:34:07.0230441Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_vmap_registrations.py', '-m', 'not serial', '--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 01:34:07.022652] 2024-12-18T01:34:07.2068705Z Running profiler/test_memory_profiler 1/1 ... [2024-12-18 01:34:07.206255] 2024-12-18T01:34:07.2069351Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:34:07.2070525Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_memory_profiler.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:34:07.206659] 2024-12-18T01:34:11.7299845Z 2024-12-18T01:34:11.7300941Z profiler/test_memory_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_memory_profiler_1.1_1cc1a5f04de0645b_.log 2024-12-18T01:34:11.7315745Z Running 33 items in this shard: test/profiler/test_memory_profiler.py::TestMemoryProfiler::test_config_check, test/profiler/test_memory_profiler.py::TestIdentifyGradients::test_extract_gradients_from_module, test/profiler/test_memory_profiler.py::TestIdentifyGradients::test_extract_gradients_from_module_and_optimizer, test/profiler/test_memory_profiler.py::TestIdentifyGradients::test_extract_gradients_from_optimizer, test/profiler/test_memory_profiler.py::TestIdentifyGradients::test_extract_gradients_from_optimizer_set_to_none, test/profiler/test_memory_profiler.py::TestIdentifyGradients::test_extract_gradients_low_level, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_complicated, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_non_op_allocations, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_simple, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_simple_backward, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_simple_inplace, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_stacked, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_with_annotations, test/profiler/test_memory_profiler.py::TestDataFlow::test_match_schemas, test/profiler/test_memory_profiler.py::TestDataFlow::test_match_schemas_backward, test/profiler/test_memory_profiler.py::TestDataFlow::test_match_schemas_tensorlist, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_sequential_fwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_sequential_fwd_bwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_simple_fwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_simple_fwd_bwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_simple_fwd_bwd_step, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_simple_module_fwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_simple_module_fwd_bwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_simple_module_fwd_bwd_step, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_inputs_fwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_inputs_fwd_bwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_inputs_fwd_lazy, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_lazily_initialized, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_manual_optimizer_step, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_memory_timeline, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_parameters_and_gradients, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_parameters_and_gradients_set_to_none, test/profiler/test_memory_profiler.py::TestMemoryProfilerTimelineCUDA::test_memory_timeline_no_id_cuda 2024-12-18T01:34:11.7329722Z 2024-12-18T01:34:15.4550240Z 2024-12-18T01:34:15.4551734Z functorch/test_vmap_registrations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_vmap_registrations_1.1_e4ebedd7a4d1cbd9_.log 2024-12-18T01:34:15.5713399Z Running 1716 items in this shard: test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[_test::cat], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[_test::get_first], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[_test::leaky_relu], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__and__.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__and__.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__iand__.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__iand__.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__ior__.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__ior__.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__ixor__.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__ixor__.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__or__.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__or__.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__xor__.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__xor__.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_add_batch_dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_autocast_to_full_precision], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_autocast_to_reduced_precision], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_batch_norm_impl_index], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_batch_norm_impl_index_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cast_Byte], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cast_Char], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cast_Double], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cast_Float], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cast_Half], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cast_Int], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cast_Long], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cast_Short], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_choose_qparams_per_tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_convolution.deprecated], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_convolution_double_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_convolution_mode], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cufft_clear_plan_cache], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cufft_get_plan_cache_max_size], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cufft_get_plan_cache_size], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cufft_set_plan_cache_max_size], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_debug_has_internal_overlap], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_dim_arange], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_embedding_bag_sparse_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_gather_sparse_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_grid_sampler_2d_cpu_fallback_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_has_compatible_shallow_copy_type], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_is_zerotensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_lu_with_info], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_nnpack_available], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_pack_padded_sequence_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_pad_circular], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_pad_enum], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_pad_packed_sequence], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_propagate_xla_data], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_remove_batch_dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_reshape_from_tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_rowwise_prune], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_saturate_weight_to_fp16], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_scaled_dot_product_attention_math], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_shape_as_tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_sobol_engine_draw], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_sobol_engine_ff_], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_sobol_engine_initialize_state_], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_sobol_engine_scramble_], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_sparse_bsc_tensor_unsafe], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_sparse_bsr_tensor_unsafe], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_sparse_compressed_tensor_unsafe], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_sparse_coo_tensor_unsafe], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_sparse_csc_tensor_unsafe], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_sparse_csr_tensor_unsafe], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_sparse_log_softmax.Dimname], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_sparse_log_softmax.int], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_sparse_mm.reduce], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_sparse_mm], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_sparse_softmax.Dimname], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_sparse_softmax.int], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_sparse_sum.dim_dtype], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_sparse_sum.dtype], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_sparse_sum], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_test_ambiguous_defaults.a], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_test_ambiguous_defaults.b], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_test_autograd_multiple_dispatch.ntonly], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_test_check_tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_test_serialization_subcmul], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_test_string_default], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_thnn_differentiable_gru_cell_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_thnn_differentiable_lstm_cell_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_thnn_fused_lstm_cell_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_to_cpu], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_unpack_dual], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_upsample_bicubic2d_aa.vec], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_upsample_bilinear2d_aa.vec], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_upsample_nearest_exact1d.vec], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_upsample_nearest_exact2d.vec], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_upsample_nearest_exact3d.vec], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_use_cudnn_rnn_flatten_weight], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_validate_sparse_bsc_tensor_args], 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test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::resolve_conj], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::resolve_neg], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::result_type.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::result_type.Scalar_Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::result_type.Scalar_Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::result_type.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::retain_grad], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::retains_grad], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::rms_norm], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::rnn_relu.data], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::rnn_relu.input], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::rnn_relu_cell], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::rnn_tanh.data], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::rnn_tanh.input], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::rnn_tanh_cell], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::row_stack], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::rrelu], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::rrelu_], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::scaled_dot_product_attention], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::selu], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::selu_], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::set_.source_Tensor_storage_offset], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::set_data], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::silu_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::size.int], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::slogdet], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::slow_conv3d], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::smm], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::softmax.int], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_digamma], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_erf], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_erfc], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_erfinv], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_exp2], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_expit], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_expm1], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_gammainc], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_gammaincc], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_gammaln], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_i0], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_log1p], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_log_softmax], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_logit], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_logsumexp], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_multigammaln], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_ndtr], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_polygamma], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_psi], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_round], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_sinc], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_softmax], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_xlogy.other_scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_xlogy.self_scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_xlogy], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::split.sizes], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::square], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::square_], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::sspaddmm], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::std.correction_names], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::std.dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::std.names_dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::std], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::std_mean.correction_names], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::std_mean.dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::std_mean.names_dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::std_mean], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::stft.center], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::stft], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::stride.int], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::subtract.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::subtract.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::subtract_.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::subtract_.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::sum_to_size], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::svd.U], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::svd], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::swapaxes], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::swapaxes_], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::swapdims], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::swapdims_], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::sym_numel], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::sym_size.int], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::sym_storage_offset], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::sym_stride.int], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::take_along_dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::tensor_split.indices], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::tensor_split.sections], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::tensor_split.tensor_indices_or_sections], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::tensordot], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::thnn_conv2d], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::tile], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::to.device], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::to.dtype], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::to.dtype_layout], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::to.other], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::to_dense], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::to_dense_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::to_mkldnn_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::trace_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::trapezoid.dx], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::trapezoid.x], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::trapz.dx], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::trapz.x], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::triplet_margin_loss], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::true_divide.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::true_divide.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::true_divide_.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::true_divide_.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::type_as], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::unflatten.int], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::unflatten_dense_tensors], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::unsafe_chunk], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::upsample_bicubic2d.vec], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::upsample_bilinear2d.vec], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::upsample_linear1d.vec], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::upsample_nearest1d.vec], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::upsample_nearest2d.vec], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::upsample_nearest3d.vec], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::upsample_trilinear3d.vec], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::value_selecting_reduction_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::vander], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::var.correction_names], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::var.dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::var.names_dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::var], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::var_mean.correction_names], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::var_mean.dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::var_mean.names_dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::var_mean], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::view_as], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::vsplit.array], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::vsplit.int], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::vstack], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::where.ScalarOther], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::where.ScalarSelf], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::where.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::where] 2024-12-18T01:34:15.6827000Z 2024-12-18T01:34:15.8674731Z Running test_maskedtensor 1/1 ... [2024-12-18 01:34:15.866822] 2024-12-18T01:34:15.8675381Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:34:15.8676588Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_maskedtensor.py', '-m', 'not serial', '--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 01:34:15.867202] 2024-12-18T01:34:19.7440466Z Running nn/test_dropout 1/1 ... [2024-12-18 01:34:19.743452] 2024-12-18T01:34:19.7440989Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:34:19.7442132Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_dropout.py', '-m', 'not serial', '--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 01:34:19.743838] 2024-12-18T01:34:23.5484366Z 2024-12-18T01:34:23.5485784Z test_maskedtensor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_maskedtensor_1.1_de19c16eb96bccf8_.log 2024-12-18T01:34:23.5844180Z Running 956 items in this shard: test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn0, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn1, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn10, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn11, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn12, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn13, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn14, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn15, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn16, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn17, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn18, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn19, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn2, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn20, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn21, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn22, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn23, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn24, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn25, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn26, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn27, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn28, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn29, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn3, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn30, test/test_maskedtensor.py::TestUnary::test_inplace_unary_fn31, 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test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_sqrt_layout0_cuda_float16, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_sqrt_layout0_cuda_float32, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_sqrt_layout0_cuda_float64, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_sqrt_layout1_cuda_float16, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_sqrt_layout1_cuda_float32, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_sqrt_layout1_cuda_float64, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_sqrt_layout2_cuda_float16, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_sqrt_layout2_cuda_float32, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_sqrt_layout2_cuda_float64, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_square_layout0_cuda_float16, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_square_layout0_cuda_float32, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_square_layout0_cuda_float64, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_square_layout1_cuda_float16, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_square_layout1_cuda_float32, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_square_layout1_cuda_float64, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_square_layout2_cuda_float16, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_square_layout2_cuda_float32, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_square_layout2_cuda_float64, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_tan_layout0_cuda_float16, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_tan_layout0_cuda_float32, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_tan_layout0_cuda_float64, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_tan_layout1_cuda_float16, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_tan_layout1_cuda_float32, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_tan_layout1_cuda_float64, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_tan_layout2_cuda_float16, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_tan_layout2_cuda_float32, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_tan_layout2_cuda_float64, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_tanh_layout0_cuda_float16, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_tanh_layout0_cuda_float32, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_tanh_layout0_cuda_float64, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_tanh_layout1_cuda_float16, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_tanh_layout1_cuda_float32, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_tanh_layout1_cuda_float64, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_tanh_layout2_cuda_float16, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_tanh_layout2_cuda_float32, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_tanh_layout2_cuda_float64, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_trunc_layout0_cuda_float16, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_trunc_layout0_cuda_float32, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_trunc_layout0_cuda_float64, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_trunc_layout1_cuda_float16, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_trunc_layout1_cuda_float32, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_trunc_layout1_cuda_float64, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_trunc_layout2_cuda_float16, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_trunc_layout2_cuda_float32, test/test_maskedtensor.py::TestOperatorsCUDA::test_unary_core_trunc_layout2_cuda_float64, test/test_maskedtensor.py::TestBasicsCUDA::test_add_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_contiguous_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_diff_dim_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_diff_layouts_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_diff_sizes_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_grad_warning_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_invalid_sparse_coo_values_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_invalid_sparse_csr_values_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_invalid_sparse_layout_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_invalid_tensor_inputs_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_nn_unfold_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_softmax_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_stack_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_to_dense_and_sparse_coo_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_to_dense_and_sparse_csr_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_to_dense_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_to_sparse_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_unfold_cuda, test/test_maskedtensor.py::TestBasicsCUDA::test_where_cuda 2024-12-18T01:34:23.6186732Z 2024-12-18T01:34:24.2174785Z 2024-12-18T01:34:24.2175539Z nn/test_dropout 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_dropout_1.1_493402fa779935fa_.log 2024-12-18T01:34:24.2179118Z Running 9 items in this shard: test/nn/test_dropout.py::TestDropoutNN::test_AlphaDropout, test/nn/test_dropout.py::TestDropoutNN::test_FeatureAlphaDropout, test/nn/test_dropout.py::TestDropoutNN::test_invalid_dropout_p, test/nn/test_dropout.py::TestDropoutNN::test_native_dropout_corner_case, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCUDA::test_Dropout1d_cuda_float64, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCUDA::test_Dropout2d_cuda, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCUDA::test_Dropout3d_cuda, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCUDA::test_Dropout_cuda, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCUDA::test_empty_dropout_cuda 2024-12-18T01:34:24.2182472Z 2024-12-18T01:34:27.8440472Z Running test_meta 1/1 ... [2024-12-18 01:34:27.843332] 2024-12-18T01:34:27.8441088Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:34:27.8443108Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_meta.py', '-m', 'not serial', '--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 01:34:27.843766] 2024-12-18T01:34:28.4453546Z Running test_mkldnn_fusion 1/1 ... [2024-12-18 01:34:28.444769] 2024-12-18T01:34:28.4454038Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:34:28.4456349Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkldnn_fusion.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:34:28.445185] 2024-12-18T01:34:32.9694074Z 2024-12-18T01:34:32.9695102Z test_mkldnn_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_fusion_1.1_222e61052314eca5_.log 2024-12-18T01:34:32.9698306Z Running 8 items in this shard: test/test_mkldnn_fusion.py::TestMkldnnFusion::test_conv_binary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_conv_transpose_unary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_conv_unary_fusion_nnc, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_conv_unary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_linear_binary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_linear_unary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_single_conv, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_unsupported_conv 2024-12-18T01:34:32.9700959Z 2024-12-18T01:34:37.0833412Z Running test_vulkan 1/1 ... [2024-12-18 01:34:37.082615] 2024-12-18T01:34:37.0834348Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:34:37.0836456Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_vulkan.py', '-m', 'not serial', '--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 01:34:37.082999] 2024-12-18T01:34:41.3060284Z 2024-12-18T01:34:41.3061404Z test_vulkan 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_vulkan_1.1_3ae98dcdfebebcf0_.log 2024-12-18T01:34:41.3062437Z Running 1 items in this shard: test/test_vulkan.py::TestVulkanRewritePass::test_conv 2024-12-18T01:34:41.3063118Z 2024-12-18T01:34:45.4333819Z Running test_weak 1/1 ... [2024-12-18 01:34:45.432862] 2024-12-18T01:34:45.4334341Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:34:45.4336910Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_weak.py', '-m', 'not serial', '--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 01:34:45.433281] 2024-12-18T01:34:49.9067608Z 2024-12-18T01:34:49.9068882Z test_weak 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_weak_1.1_5d16e11f03b27c09_.log 2024-12-18T01:34:49.9082540Z Running 39 items in this shard: test/test_weak.py::WeakTest::test_make_weak_keyed_dict_from_dict, test/test_weak.py::WeakTest::test_make_weak_keyed_dict_from_weak_keyed_dict, test/test_weak.py::WeakTest::test_make_weak_keyed_dict_repr, test/test_weak.py::WeakTest::test_threaded_weak_key_dict_copy, test/test_weak.py::WeakTest::test_threaded_weak_key_dict_deepcopy, test/test_weak.py::WeakTest::test_weak_keyed_bad_delitem, test/test_weak.py::WeakTest::test_weak_keyed_delitem, test/test_weak.py::WeakTest::test_weak_keyed_dict_popitem, test/test_weak.py::WeakTest::test_weak_keyed_dict_setdefault, test/test_weak.py::WeakTest::test_weak_keyed_dict_update, test/test_weak.py::WeakTest::test_weak_keyed_union_operators, test/test_weak.py::WeakKeyDictionaryTestCase::test_bool, test/test_weak.py::WeakKeyDictionaryTestCase::test_constructor, test/test_weak.py::WeakKeyDictionaryTestCase::test_get, test/test_weak.py::WeakKeyDictionaryTestCase::test_getitem, test/test_weak.py::WeakKeyDictionaryTestCase::test_items, test/test_weak.py::WeakKeyDictionaryTestCase::test_keys, test/test_weak.py::WeakKeyDictionaryTestCase::test_len, test/test_weak.py::WeakKeyDictionaryTestCase::test_pop, test/test_weak.py::WeakKeyDictionaryTestCase::test_popitem, test/test_weak.py::WeakKeyDictionaryTestCase::test_read, test/test_weak.py::WeakKeyDictionaryTestCase::test_setdefault, test/test_weak.py::WeakKeyDictionaryTestCase::test_update, test/test_weak.py::WeakKeyDictionaryTestCase::test_values, test/test_weak.py::WeakKeyDictionaryTestCase::test_write, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_bool, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_constructor, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_get, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_getitem, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_items, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_keys, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_len, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_pop, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_popitem, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_read, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_setdefault, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_update, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_values, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_write 2024-12-18T01:34:49.9095356Z 2024-12-18T01:34:54.0282575Z Running optim/test_swa_utils 1/1 ... [2024-12-18 01:34:54.027764] 2024-12-18T01:34:54.0283256Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:34:54.0286327Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'optim/test_swa_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:34:54.028189] 2024-12-18T01:34:57.4392015Z 2024-12-18T01:34:57.4393039Z test_modules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_modules_1.1_f4da2b1d24cb40af_.log 2024-12-18T01:34:57.5896198Z Running 3605 items in this shard: test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveAvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveAvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Bilinear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConstantPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose3d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CrossEntropyLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_InstanceNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_InstanceNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_InstanceNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_InstanceNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_InstanceNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LPPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LSTM_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LayerNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MultiLabelSoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MultiheadAttention_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_RMSNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReflectionPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReplicationPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReplicationPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_SmoothL1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_SoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Softmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Softmin_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Softplus_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Softshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Softsign_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerEncoderLayer_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerEncoderLayer_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerEncoder_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Transformer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ZeroPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveAvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveAvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Bilinear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConstantPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose3d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CrossEntropyLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LPPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LSTM_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LayerNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiLabelSoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiheadAttention_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_RMSNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReflectionPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReplicationPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReplicationPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_SmoothL1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_SoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softmin_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softplus_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softsign_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerEncoderLayer_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerEncoderLayer_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerEncoder_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Transformer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ZeroPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_LSTM_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveAvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveAvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Bilinear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConstantPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose3d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CrossEntropyLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LPPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LSTM_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LayerNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiLabelSoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiheadAttention_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_RMSNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReflectionPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReplicationPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReplicationPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_SmoothL1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_SoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softmin_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softplus_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softsign_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_TransformerEncoderLayer_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_TransformerEncoderLayer_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_TransformerEncoder_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Transformer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ZeroPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveAvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveAvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_AvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_AvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Bilinear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConstantPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose3d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_forward_nn_CrossEntropyLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_GLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_forward_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_forward_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LPPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LSTM_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LayerNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiLabelSoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiheadAttention_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_RMSNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReflectionPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReplicationPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReplicationPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_SmoothL1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_SoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softmin_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softplus_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softsign_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoderLayer_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoderLayer_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoder_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Transformer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ZeroPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_GLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_GLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BatchNorm1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BatchNorm1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BatchNorm2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BatchNorm2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BatchNorm3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BatchNorm3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Bilinear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConstantPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CrossEntropyLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GRU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GRU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_InstanceNorm1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_InstanceNorm1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_InstanceNorm2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_InstanceNorm2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_InstanceNorm3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_InstanceNorm3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LPPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LSTM_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LSTM_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LayerNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiLabelSoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiheadAttention_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiheadAttention_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_RMSNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_RNN_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_RNN_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReflectionPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReplicationPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReplicationPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_SmoothL1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_SoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softmin_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softplus_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softsign_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_TransformerEncoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_TransformerEncoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_TransformerEncoder_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_TransformerEncoder_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Transformer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ZeroPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveAvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveAvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Bilinear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConstantPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose3d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CrossEntropyLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LPPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LSTM_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LayerNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiLabelSoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiheadAttention_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_RMSNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReflectionPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReplicationPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReplicationPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_SmoothL1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_SoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softmin_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softplus_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softsign_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerEncoderLayer_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerEncoderLayer_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerEncoder_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Transformer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ZeroPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveAvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveAvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Bilinear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConstantPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose3d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CrossEntropyLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LPPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LSTM_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LayerNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiLabelSoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiheadAttention_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_RMSNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReflectionPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReplicationPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReplicationPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_SmoothL1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_SoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softmin_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softplus_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softsign_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerEncoderLayer_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerEncoderLayer_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerEncoder_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Transformer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ZeroPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveAvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveAvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Bilinear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConstantPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose3d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CrossEntropyLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_FractionalMaxPool3d_cuda_float32, 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test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Hardswish_cuda_float32, 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test/test_modules.py::TestModuleCUDA::test_repr_nn_AvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_AvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Bilinear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConstantPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose3d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_repr_nn_CrossEntropyLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_GLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_GLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_repr_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_repr_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LPPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LSTM_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LayerNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_MaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiLabelSoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiheadAttention_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_RMSNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReflectionPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReplicationPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReplicationPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_SmoothL1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_SoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softmin_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softplus_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softsign_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerEncoderLayer_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerEncoderLayer_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerEncoder_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Transformer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ZeroPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveAvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveAvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Bilinear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConstantPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose3d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CrossEntropyLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LPPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LSTM_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LayerNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiLabelSoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiheadAttention_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_RMSNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReflectionPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReplicationPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReplicationPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_SmoothL1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_SoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softmin_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softplus_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softsign_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerEncoderLayer_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerEncoderLayer_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerEncoder_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Transformer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ZeroPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveAvgPool1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveAvgPool1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveAvgPool2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveAvgPool2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveAvgPool3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveAvgPool3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveMaxPool1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveMaxPool1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveMaxPool2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveMaxPool2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveMaxPool3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveMaxPool3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AvgPool1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AvgPool1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AvgPool2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AvgPool2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AvgPool3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AvgPool3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BCELoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BCELoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BCEWithLogitsLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BCEWithLogitsLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm1d_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm1d_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm1d_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm1d_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm2d_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm2d_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm2d_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm2d_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm3d_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm3d_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm3d_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm3d_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Bilinear_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Bilinear_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CELU_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CELU_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CTCLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CTCLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CircularPad1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CircularPad1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CircularPad2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CircularPad2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CircularPad3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CircularPad3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConstantPad1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConstantPad1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConstantPad2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConstantPad2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConstantPad3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConstantPad3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Conv1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Conv1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Conv2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Conv2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Conv3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Conv3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConvTranspose1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConvTranspose1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConvTranspose2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConvTranspose2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConvTranspose3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConvTranspose3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CosineEmbeddingLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CosineEmbeddingLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CrossEntropyLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CrossEntropyLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ELU_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ELU_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Embedding_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Embedding_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_FractionalMaxPool2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_FractionalMaxPool2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_FractionalMaxPool3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_FractionalMaxPool3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GELU_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GELU_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GLU_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GLU_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GRUCell_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GRUCell_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GRU_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GRU_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GRU_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GRU_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GaussianNLLLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GaussianNLLLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GroupNorm_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GroupNorm_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Hardshrink_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Hardshrink_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Hardswish_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Hardswish_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Hardtanh_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Hardtanh_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_HingeEmbeddingLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_HingeEmbeddingLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_HuberLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_HuberLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm1d_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm1d_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm1d_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm1d_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm2d_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm2d_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm2d_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm2d_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm3d_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm3d_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm3d_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm3d_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_KLDivLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_KLDivLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_L1Loss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_L1Loss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LPPool1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LPPool1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LPPool2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LPPool2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LPPool3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LPPool3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LSTMCell_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LSTMCell_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LSTM_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LSTM_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LSTM_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LSTM_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LayerNorm_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LayerNorm_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LeakyReLU_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LeakyReLU_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Linear_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Linear_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LocalResponseNorm_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LocalResponseNorm_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LogSigmoid_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LogSigmoid_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LogSoftmax_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LogSoftmax_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MSELoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MSELoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MarginRankingLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MarginRankingLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MaxPool1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MaxPool1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MaxPool2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MaxPool2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MaxPool3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MaxPool3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Mish_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Mish_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiLabelMarginLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiLabelMarginLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiLabelSoftMarginLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiLabelSoftMarginLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiMarginLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiMarginLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiheadAttention_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiheadAttention_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiheadAttention_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiheadAttention_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_NLLLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_NLLLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_PReLU_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_PReLU_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_PoissonNLLLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_PoissonNLLLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_RMSNorm_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_RMSNorm_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_RNNCell_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_RNNCell_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_RNN_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_RNN_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_RNN_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_RNN_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReLU6_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReLU6_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReLU_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReLU_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReflectionPad1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReflectionPad1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReflectionPad2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReflectionPad2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReflectionPad3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReflectionPad3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReplicationPad1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReplicationPad1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReplicationPad2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReplicationPad2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReplicationPad3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReplicationPad3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_SELU_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_SELU_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_SiLU_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_SiLU_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Sigmoid_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Sigmoid_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_SmoothL1Loss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_SmoothL1Loss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_SoftMarginLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_SoftMarginLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softmax2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softmax2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softmax_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softmax_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softmin_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softmin_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softplus_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softplus_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softshrink_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softshrink_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softsign_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softsign_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Tanh_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Tanh_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Tanhshrink_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Tanhshrink_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Threshold_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Threshold_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerDecoderLayer_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerDecoderLayer_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerEncoderLayer_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerEncoderLayer_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerEncoderLayer_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerEncoderLayer_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerEncoder_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerEncoder_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerEncoder_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerEncoder_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Transformer_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Transformer_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ZeroPad1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ZeroPad1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ZeroPad2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ZeroPad2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ZeroPad3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ZeroPad3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BCELoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BCELoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BCELoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BCELoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BCEWithLogitsLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BCEWithLogitsLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BCEWithLogitsLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BCEWithLogitsLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm1d_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm1d_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm1d_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm1d_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm1d_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm1d_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm1d_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm1d_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm2d_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm2d_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm2d_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm2d_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm2d_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm2d_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm2d_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm2d_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Bilinear_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Bilinear_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Bilinear_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Bilinear_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CELU_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CELU_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CELU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CELU_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CTCLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CTCLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CTCLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CTCLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CosineEmbeddingLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CosineEmbeddingLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CosineEmbeddingLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CosineEmbeddingLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CrossEntropyLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CrossEntropyLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CrossEntropyLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CrossEntropyLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ELU_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ELU_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ELU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ELU_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Embedding_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Embedding_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Embedding_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Embedding_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_FractionalMaxPool2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_FractionalMaxPool2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_FractionalMaxPool2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_FractionalMaxPool2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_FractionalMaxPool3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_FractionalMaxPool3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_FractionalMaxPool3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_FractionalMaxPool3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GELU_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GELU_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GELU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GELU_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GLU_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GLU_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GLU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GLU_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRUCell_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRUCell_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRUCell_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRUCell_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRU_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRU_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRU_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRU_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRU_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRU_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRU_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRU_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GaussianNLLLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GaussianNLLLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GaussianNLLLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GaussianNLLLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GroupNorm_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GroupNorm_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GroupNorm_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GroupNorm_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardshrink_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardshrink_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardshrink_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardshrink_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardswish_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardswish_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardswish_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardswish_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardtanh_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardtanh_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardtanh_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardtanh_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_HingeEmbeddingLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_HingeEmbeddingLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_HingeEmbeddingLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_HingeEmbeddingLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_HuberLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_HuberLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_HuberLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_HuberLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm1d_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm1d_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm1d_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm1d_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm1d_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm1d_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm1d_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm1d_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm2d_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm2d_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm2d_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm2d_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm2d_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm2d_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm2d_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm2d_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm3d_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm3d_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm3d_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm3d_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm3d_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm3d_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm3d_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm3d_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_KLDivLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_KLDivLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_KLDivLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_KLDivLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_L1Loss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_L1Loss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_L1Loss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_L1Loss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTMCell_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTMCell_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTMCell_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTMCell_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTM_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTM_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTM_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTM_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTM_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTM_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTM_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTM_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LayerNorm_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LayerNorm_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LayerNorm_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LayerNorm_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LeakyReLU_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LeakyReLU_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LeakyReLU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LeakyReLU_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Linear_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Linear_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Linear_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Linear_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LocalResponseNorm_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LocalResponseNorm_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LocalResponseNorm_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LocalResponseNorm_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LogSigmoid_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LogSigmoid_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LogSigmoid_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LogSigmoid_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LogSoftmax_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LogSoftmax_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LogSoftmax_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LogSoftmax_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MSELoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MSELoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MSELoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MSELoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MarginRankingLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MarginRankingLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MarginRankingLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MarginRankingLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Mish_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Mish_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Mish_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Mish_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiLabelMarginLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiLabelMarginLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiLabelMarginLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiLabelMarginLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiLabelSoftMarginLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiLabelSoftMarginLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiLabelSoftMarginLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiLabelSoftMarginLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiMarginLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiMarginLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiMarginLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiMarginLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiheadAttention_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiheadAttention_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiheadAttention_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiheadAttention_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiheadAttention_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiheadAttention_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiheadAttention_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiheadAttention_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_NLLLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_NLLLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_NLLLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_NLLLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_PReLU_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_PReLU_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_PReLU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_PReLU_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_PoissonNLLLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_PoissonNLLLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_PoissonNLLLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_PoissonNLLLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RMSNorm_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RMSNorm_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RMSNorm_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RMSNorm_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNNCell_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNNCell_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNNCell_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNNCell_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNN_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNN_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNN_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNN_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNN_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNN_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNN_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNN_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU6_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU6_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU6_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU6_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SELU_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SELU_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SELU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SELU_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SiLU_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SiLU_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SiLU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SiLU_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Sigmoid_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Sigmoid_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Sigmoid_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Sigmoid_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SmoothL1Loss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SmoothL1Loss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SmoothL1Loss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SmoothL1Loss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SoftMarginLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SoftMarginLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SoftMarginLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SoftMarginLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmax2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmax2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmax2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmax2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmax_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmax_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmax_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmax_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmin_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmin_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmin_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmin_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softplus_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softplus_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softplus_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softplus_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softshrink_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softshrink_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softshrink_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softshrink_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softsign_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softsign_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softsign_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softsign_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Tanh_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Tanh_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Tanh_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Tanh_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Tanhshrink_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Tanhshrink_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Tanhshrink_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Tanhshrink_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Threshold_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Threshold_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Threshold_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Threshold_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerDecoderLayer_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerDecoderLayer_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerDecoderLayer_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerDecoderLayer_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoderLayer_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoderLayer_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoderLayer_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoderLayer_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoderLayer_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoderLayer_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoderLayer_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoderLayer_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoder_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoder_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoder_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoder_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoder_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoder_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoder_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoder_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Transformer_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Transformer_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Transformer_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Transformer_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad3d_swap_True_set_grad_True_cuda_float32 2024-12-18T01:34:57.7254378Z 2024-12-18T01:34:58.1013685Z 2024-12-18T01:34:58.1014840Z optim/test_swa_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/optim.test_swa_utils_1.1_a394543b7b16d20d_.log 2024-12-18T01:34:58.1015516Z 2024-12-18T01:35:01.7640805Z Running test_type_info 1/1 ... [2024-12-18 01:35:01.763415] 2024-12-18T01:35:01.7641407Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:35:01.7642724Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_type_info.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:35:01.763819] 2024-12-18T01:35:02.3424225Z Running test_futures 1/1 ... [2024-12-18 01:35:02.341932] 2024-12-18T01:35:02.3424819Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:35:02.3429451Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_futures.py', '-m', 'not serial', '--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 01:35:02.342560] 2024-12-18T01:35:06.2868760Z 2024-12-18T01:35:06.2869730Z test_type_info 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_info_1.1_faf3b679ca1d6053_.log 2024-12-18T01:35:06.2871560Z Running 5 items in this shard: test/test_type_info.py::TestDTypeInfo::test_finfo, test/test_type_info.py::TestDTypeInfo::test_iinfo, test/test_type_info.py::TestDTypeInfo::test_invalid_input, test/test_type_info.py::TestDTypeInfo::test_to_complex, test/test_type_info.py::TestDTypeInfo::test_to_real 2024-12-18T01:35:06.2872851Z 2024-12-18T01:35:06.9252853Z 2024-12-18T01:35:06.9253906Z test_futures 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_futures_1.1_84de4e69984fd7e7_.log 2024-12-18T01:35:06.9260408Z Running 22 items in this shard: test/test_futures.py::TestFuture::test_add_done_callback_error_is_ignored, test/test_futures.py::TestFuture::test_add_done_callback_maintains_callback_order, test/test_futures.py::TestFuture::test_add_done_callback_no_arg_error_is_ignored, test/test_futures.py::TestFuture::test_add_done_callback_simple, test/test_futures.py::TestFuture::test_chained_then, test/test_futures.py::TestFuture::test_collect_all, test/test_futures.py::TestFuture::test_done, test/test_futures.py::TestFuture::test_done_exception, test/test_futures.py::TestFuture::test_interleaving_then_and_add_done_callback_maintains_callback_order, test/test_futures.py::TestFuture::test_interleaving_then_and_add_done_callback_propagates_error, test/test_futures.py::TestFuture::test_mark_future_twice, test/test_futures.py::TestFuture::test_pickle_future, test/test_futures.py::TestFuture::test_set_exception, test/test_futures.py::TestFuture::test_set_exception_multithreading, test/test_futures.py::TestFuture::test_then, test/test_futures.py::TestFuture::test_then_no_arg, test/test_futures.py::TestFuture::test_then_raise, test/test_futures.py::TestFuture::test_then_wrong_arg, test/test_futures.py::TestFuture::test_wait, test/test_futures.py::TestFuture::test_wait_all, test/test_futures.py::TestFuture::test_wait_multi_thread, test/test_futures.py::TestFuture::test_wait_none 2024-12-18T01:35:06.9266341Z 2024-12-18T01:35:10.5687434Z Running torch_np/numpy_tests/core/test_numerictypes 1/1 ... [2024-12-18 01:35:10.568085] 2024-12-18T01:35:10.5688099Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:35:10.5689494Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numerictypes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:35:10.568477] 2024-12-18T01:35:11.1590250Z Running test_jit_llga_fuser 1/1 ... [2024-12-18 01:35:11.158399] 2024-12-18T01:35:11.1590792Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:35:11.1591980Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit_llga_fuser.py', '-m', 'not serial', '--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 01:35:11.158775] 2024-12-18T01:35:15.2416656Z 2024-12-18T01:35:15.2417739Z torch_np/numpy_tests/core/test_numerictypes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numerictypes_1.1_06890f9a88d06e97_.log 2024-12-18T01:35:15.2434005Z Running 34 items in this shard: test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_loses1, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_loses2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_wins, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_wins2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_wins3, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_both_abstract, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_nondtype_nonscalartype, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_same, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_sibling_class, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_subclass, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_subclass_backwards, test/torch_np/numpy_tests/core/test_numerictypes.py::TestBitName::test_abstract, test/torch_np/numpy_tests/core/test_numerictypes.py::TestDocStrings::test_platform_dependent_aliases, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t0, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t1, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t3, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t4, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t5, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t6, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t7, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t8, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t9, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_unique, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t0, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t1, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t3, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t4, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t5, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t6, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t7, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t8, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t9 2024-12-18T01:35:15.2449634Z 2024-12-18T01:35:16.1843902Z 2024-12-18T01:35:16.1845282Z test_jit_llga_fuser 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_llga_fuser_1.1_9bee215d0457b234_.log 2024-12-18T01:35:16.1879926Z Running 107 items in this shard: test/test_jit_llga_fuser.py::TestEnableDisableLlgaFuser::test_context_manager, test/test_jit_llga_fuser.py::TestDynamoAOT::test_dynamo_aot_ts_onednn, test/test_jit_llga_fuser.py::TestModel::test_vision_alexnet_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_alexnet_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet121_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet121_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet161_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet161_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet169_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet169_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet201_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet201_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b0_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b0_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b1_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b1_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b2_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b2_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b3_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b3_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b4_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b4_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b5_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b5_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b6_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b6_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b7_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b7_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_googlenet_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_googlenet_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_mnasnet1_0_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_mnasnet1_0_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_mobilenet_v2_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_mobilenet_v2_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_mobilenet_v3_large_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_mobilenet_v3_large_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_regnet_y_400mf_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_regnet_y_400mf_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_resnet50_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_resnet50_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_resnext101_32x8d_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_resnext101_32x8d_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_resnext50_32x4d_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_resnext50_32x4d_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_shufflenet_v2_x1_0_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_shufflenet_v2_x1_0_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_squeezenet1_0_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_squeezenet1_0_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_vgg16_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_vgg16_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_wide_resnet50_2_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_wide_resnet50_2_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_bn2d_eltwise_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_bn2d_eltwise_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_bn_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_bn_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_bn_relu_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_bn_relu_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_clamp_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_clamp_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_eltwise_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_eltwise_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_silu_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_silu_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_sum_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_sum_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_ensure_tensor_is_rewrapped_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_ensure_tensor_is_rewrapped_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_linear_eltwise_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_linear_eltwise_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_rewrap_tensor_input_to_pytorch_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_rewrap_tensor_input_to_pytorch_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_wildcard_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_wildcard_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_wildcard_unsupported_dtype_cuda_int32, test/test_jit_llga_fuser.py::TestOpCUDA::test_add_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_add_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_add_scalar_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_add_scalar_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_addmm_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_addmm_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_avg_pool2d_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_avg_pool2d_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_bn2d_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_bn2d_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_cat_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_cat_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_conv2d_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_conv2d_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_eltwise_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_eltwise_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_identity_binary_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_identity_binary_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_layer_norm_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_layer_norm_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_linear_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_linear_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_max_pool2d_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_max_pool2d_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_mul_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_mul_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_softmax_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_softmax_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_typecheck_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_typecheck_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_variable_kernel_avg_pool2d_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_variable_kernel_avg_pool2d_cuda_float32 2024-12-18T01:35:16.1913657Z 2024-12-18T01:35:19.4953486Z Running torch_np/numpy_tests/core/test_dtype 1/1 ... [2024-12-18 01:35:19.494788] 2024-12-18T01:35:19.4954013Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:35:19.4956610Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_dtype.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:35:19.495222] 2024-12-18T01:35:20.4234895Z Running test_jit_fuser_te 1/1 ... [2024-12-18 01:35:20.422957] 2024-12-18T01:35:20.4235543Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:35:20.4237076Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit_fuser_te.py', '-m', 'not serial', '--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 01:35:20.423324] 2024-12-18T01:35:24.2237165Z 2024-12-18T01:35:24.2238882Z torch_np/numpy_tests/core/test_dtype 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_dtype_1.1_93d1e8b58ec0c465_.log 2024-12-18T01:35:24.2285553Z Running 103 items in this shard: test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_equivalent_dtype_hashing, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_invalid_types, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Bool, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Bytes0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Complex128, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Complex32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Complex64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Datetime64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Float128, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Float16, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Float32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Float64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Int16, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Int32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Int64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Int8, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Object0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Str0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Timedelta64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_UInt16, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_UInt32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_UInt64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_UInt8, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Uint32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Uint64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Void0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_comparison_operation0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_comparison_operation1, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_comparison_operation2, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_comparison_operation3, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_equality, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_run_t0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_run_t1, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_run_t2, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_run_t3, test/torch_np/numpy_tests/core/test_dtype.py::TestDtypeAttributeDeletion::test_dtype_non_writable_attributes_deletion, test/torch_np/numpy_tests/core/test_dtype.py::TestDtypeAttributeDeletion::test_dtype_writable_attributes_deletion, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t0, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t1, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t2, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t3, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t4, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_DType11, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_bool__10, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_complex128_4, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_complex64_3, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_float16_0, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_float32_1, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_float64_2, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_int16_7, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_int32_8, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_int64_9, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_int8_6, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_uint8_5, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_complex64_complex64_None, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_float16_complex64_None, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_float32_complex64_None, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_other_4294967295_expected1_expected_weak1, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_other_65535_expected0_expected_weak0, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other0_expected0, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other1_expected1, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other2_expected2, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other3_expected3, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other4_expected4, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other5_expected5, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other6_expected6, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes0_expected0, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes1_expected1, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes2_expected2, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes3_expected3, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes4_expected4, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes5_expected5, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes6_expected6, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes7_expected7, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes8_expected8, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes9_expected9, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_18446744073709551616, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_2, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_200, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_4294967296, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_9223372036854775808, test/torch_np/numpy_tests/core/test_dtype.py::TestMisc::test_class_getitem_38, test/torch_np/numpy_tests/core/test_dtype.py::TestMisc::test_dtypes_are_true, test/torch_np/numpy_tests/core/test_dtype.py::TestMisc::test_keyword_argument, test/torch_np/numpy_tests/core/test_dtype.py::TestFromDTypeAttribute::test_recursion, test/torch_np/numpy_tests/core/test_dtype.py::TestFromDTypeAttribute::test_simple, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_?, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_B, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_D, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_F, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_b, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_d, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_e, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_f, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_h, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_i, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_l, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_scalar, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_tuple_arg_len_0, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_tuple_arg_len_1, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_tuple_arg_len_2, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_tuple_arg_len_3 2024-12-18T01:35:24.2330875Z 2024-12-18T01:35:28.4469714Z Running torch_np/numpy_tests/core/test_getlimits 1/1 ... [2024-12-18 01:35:28.446305] 2024-12-18T01:35:28.4470373Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:35:28.4471912Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_getlimits.py', '-m', 'not serial', '--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 01:35:28.446782] 2024-12-18T01:35:33.0717922Z 2024-12-18T01:35:33.0719500Z torch_np/numpy_tests/core/test_getlimits 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_getlimits_1.1_4328a76478f72132_.log 2024-12-18T01:35:33.0726196Z Running 17 items in this shard: test/torch_np/numpy_tests/core/test_getlimits.py::TestPythonFloat::test_singleton, test/torch_np/numpy_tests/core/test_getlimits.py::TestHalf::test_singleton, test/torch_np/numpy_tests/core/test_getlimits.py::TestSingle::test_singleton, test/torch_np/numpy_tests/core/test_getlimits.py::TestDouble::test_singleton, test/torch_np/numpy_tests/core/test_getlimits.py::TestFinfo::test_basic, test/torch_np/numpy_tests/core/test_getlimits.py::TestFinfo::test_basic_missing, test/torch_np/numpy_tests/core/test_getlimits.py::TestIinfo::test_basic, test/torch_np/numpy_tests/core/test_getlimits.py::TestIinfo::test_unsigned_max_T0, test/torch_np/numpy_tests/core/test_getlimits.py::TestIinfo::test_unsigned_max_T1, test/torch_np/numpy_tests/core/test_getlimits.py::TestIinfo::test_unsigned_max_T2, test/torch_np/numpy_tests/core/test_getlimits.py::TestIinfo::test_unsigned_max_T3, test/torch_np/numpy_tests/core/test_getlimits.py::TestRepr::test_finfo_repr, test/torch_np/numpy_tests/core/test_getlimits.py::TestRepr::test_iinfo_repr, test/torch_np/numpy_tests/core/test_getlimits.py::TestMisc::test_instances, test/torch_np/numpy_tests/core/test_getlimits.py::TestMisc::test_known_types, test/torch_np/numpy_tests/core/test_getlimits.py::TestMisc::test_plausible_finfo, test/torch_np/numpy_tests/core/test_getlimits.py::TestMisc::test_subnormal_warning 2024-12-18T01:35:33.0732254Z 2024-12-18T01:35:37.2596562Z Running test_functional_optim 1/1 ... [2024-12-18 01:35:37.259067] 2024-12-18T01:35:37.2597028Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:35:37.2599845Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_functional_optim.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:35:37.259477] 2024-12-18T01:35:42.0826886Z 2024-12-18T01:35:42.0828013Z test_functional_optim 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functional_optim_1.1_771de66d41b9bfb5_.log 2024-12-18T01:35:42.0830922Z Running 4 items in this shard: test/test_functional_optim.py::TestFunctionalOptimParity::test_functional_optim_parity_adam, test/test_functional_optim.py::TestFunctionalOptimParity::test_functional_optim_parity_adam_w, test/test_functional_optim.py::TestFunctionalOptimParity::test_functional_optim_parity_sgd, test/test_functional_optim.py::TestFunctionalOptimParity::test_functional_optim_registration 2024-12-18T01:35:42.0832909Z 2024-12-18T01:35:46.3579412Z Running nn/test_load_state_dict 1/1 ... [2024-12-18 01:35:46.357228] 2024-12-18T01:35:46.3580057Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:35:46.3581247Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_load_state_dict.py', '-m', 'not serial', '--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 01:35:46.357652] 2024-12-18T01:35:50.8814801Z 2024-12-18T01:35:50.8816371Z nn/test_load_state_dict 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_load_state_dict_1.1_14ee6ae0404fe4ea_.log 2024-12-18T01:35:50.8827786Z Running 27 items in this shard: test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_BC_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_BC_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_meta_swap_False_keep_vars_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_meta_swap_False_keep_vars_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_meta_swap_True_keep_vars_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_meta_swap_True_keep_vars_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_shape_stride_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_shape_stride_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_with_optimizer_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_with_optimizer_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_child_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_child_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_custom_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_custom_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_invalid_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_invalid_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_ref_cycle_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_type_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_type_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_warn_assign_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_warn_assign_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_with_unexpected_key_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_with_unexpected_key_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDictSwap::test_swap_subclass_swap_True_assign_False, test/nn/test_load_state_dict.py::TestLoadStateDictSwap::test_swap_subclass_swap_True_assign_True 2024-12-18T01:35:50.8838843Z 2024-12-18T01:35:55.0538402Z Running torch_np/test_function_base 1/1 ... [2024-12-18 01:35:55.053275] 2024-12-18T01:35:55.0539020Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:35:55.0541365Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_function_base.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:35:55.053670] 2024-12-18T01:35:59.6770039Z 2024-12-18T01:35:59.6771375Z torch_np/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_function_base_1.1_ad9b7986130160ae_.log 2024-12-18T01:35:59.6773683Z Running 1 items in this shard: test/torch_np/test_function_base.py::TestAppend::test_basic 2024-12-18T01:35:59.6774140Z 2024-12-18T01:36:03.8452254Z Running test_mkldnn 1/1 ... [2024-12-18 01:36:03.844616] 2024-12-18T01:36:03.8452680Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:36:03.8454768Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkldnn.py', '-m', 'not serial', '--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 01:36:03.845083] 2024-12-18T01:36:08.5689947Z 2024-12-18T01:36:08.5690968Z test_mkldnn 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_1.1_62b405d977af6f16_.log 2024-12-18T01:36:08.5691672Z Running 0 items in this shard: 2024-12-18T01:36:08.5691870Z 2024-12-18T01:36:12.7644465Z Running test_xnnpack_integration 1/1 ... [2024-12-18 01:36:12.763870] 2024-12-18T01:36:12.7645074Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:36:12.7646792Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_xnnpack_integration.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:36:12.764294] 2024-12-18T01:37:52.1151501Z 2024-12-18T01:37:52.1152581Z test_meta 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_meta_1.1_39c26234f8dff016_.log 2024-12-18T01:37:53.9337601Z Running 40547 items in this shard: test/test_meta.py::TestMetaConverter::test_channels_last, test/test_meta.py::TestMetaConverter::test_channels_last_leaf, test/test_meta.py::TestMetaConverter::test_channels_last_non_leaf, test/test_meta.py::TestMetaConverter::test_complex_noncontiguous_bug, test/test_meta.py::TestMetaConverter::test_empty_strided_non_dense_leaf, test/test_meta.py::TestMetaConverter::test_imag, test/test_meta.py::TestMetaConverter::test_inplace_set_storage, test/test_meta.py::TestMetaConverter::test_leaf, test/test_meta.py::TestMetaConverter::test_non_leaf, test/test_meta.py::TestMetaConverter::test_non_leaf_torture, test/test_meta.py::TestMetaConverter::test_requires_grad_false, test/test_meta.py::TestMetaConverter::test_tensor_outlives_converter, test/test_meta.py::TestMetaConverter::test_view_as_complex, test/test_meta.py::TestMetaConverter::test_view_as_real, test/test_meta.py::TestMetaConverter::test_view_dtype, test/test_meta.py::TestMetaConverter::test_view_mutate, test/test_meta.py::TestMetaConverter::test_view_of_leaf, test/test_meta.py::TestMetaConverter::test_view_of_non_leaf, test/test_meta.py::TestMetaConverter::test_view_of_view_of_leaf, test/test_meta.py::TestMetaConverter::test_weakref, test/test_meta.py::TestMetaCUDA::test_batch_norm_backward_output_mask0_cuda, test/test_meta.py::TestMetaCUDA::test_batch_norm_backward_output_mask1_cuda, test/test_meta.py::TestMetaCUDA::test_batch_norm_backward_output_mask2_cuda, test/test_meta.py::TestMetaCUDA::test_batch_norm_backward_output_mask3_cuda, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype___radd___cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype___rdiv___cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype___rmod___cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype___rmul___cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype___rpow___cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype___rsub___cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs__conversions_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs__conversions_polar_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_atan2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_clamp_max_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_clamp_min_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_copysign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_div_floor_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_div_no_rounding_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_div_trunc_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_eq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_float_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_floor_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_fmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_fmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_fmod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_ge_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_gt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_heaviside_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_hypot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_igamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_igammac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_isclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_le_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_logical_and_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_logical_or_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_logical_xor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_lt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_maximum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_mul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_ne_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_nextafter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_remainder_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_rsub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_special_xlog1py_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_special_zeta_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_sub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_true_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_xlogy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_atan2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_clamp_max_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_clamp_min_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_copysign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_div_floor_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_div_no_rounding_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_div_trunc_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_eq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_float_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_floor_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_fmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_fmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_fmod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_ge_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_gt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_heaviside_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_hypot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_igamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_igammac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_isclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_jiterator_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_jiterator_binary_return_by_ref_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_ldexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_le_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_logical_and_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_logical_or_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_logical_xor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_lt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_max_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_maximum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_min_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_mul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_ne_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_nextafter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_polar_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_remainder_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_rsub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_chebyshev_polynomial_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_chebyshev_polynomial_u_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_chebyshev_polynomial_v_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_chebyshev_polynomial_w_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_hermite_polynomial_h_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_hermite_polynomial_he_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_laguerre_polynomial_l_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_legendre_polynomial_p_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_xlog1py_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_zeta_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_sub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_true_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_xlogy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_cdist_forward_cuda, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_H_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_H_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_H_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_H_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_H_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_H_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_H_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_H_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_H_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_H_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_H_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_H_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_H_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_int32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__native_batch_norm_legit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__native_batch_norm_legit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__native_batch_norm_legit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__native_batch_norm_legit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__segment_reduce_lengths_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__segment_reduce_lengths_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__segment_reduce_lengths_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__segment_reduce_lengths_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__segment_reduce_offsets_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__segment_reduce_offsets_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__segment_reduce_offsets_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__segment_reduce_offsets_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__softmax_backward_data_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__softmax_backward_data_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__softmax_backward_data_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__softmax_backward_data_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_put_accumulate_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_put_accumulate_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_put_accumulate_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_put_accumulate_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_put_accumulate_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_put_accumulate_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_put_accumulate_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_put_accumulate_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_put_accumulate_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_put_accumulate_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_put_accumulate_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__unsafe_masked_index_put_accumulate_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__upsample_bilinear2d_aa_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__upsample_bilinear2d_aa_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__upsample_bilinear2d_aa_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__upsample_bilinear2d_aa_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_abs_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_abs_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_abs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_abs_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_abs_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_abs_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_abs_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_abs_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_abs_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_abs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_abs_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_abs_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_abs_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acos_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acos_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acos_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acos_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acos_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acosh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acosh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acosh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acosh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acosh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acosh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acosh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_add_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addbmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addbmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addbmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addbmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addbmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addbmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcdiv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcdiv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcdiv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcdiv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcdiv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcdiv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcmul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcmul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcmul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcmul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcmul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcmul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcmul_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcmul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcmul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmm_decomposed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmm_decomposed_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmm_decomposed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmm_decomposed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmm_decomposed_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmm_decomposed_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_alias_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_alias_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_alias_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_alias_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_alias_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_alias_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_alias_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_alias_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_alias_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_alias_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_alias_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_alias_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_alias_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_all_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_all_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_all_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_all_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_all_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_all_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_all_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_all_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_all_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_all_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_all_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_all_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_allclose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_allclose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_allclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_allclose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_allclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_allclose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_aminmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_aminmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_aminmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_aminmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_aminmax_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_baddbmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_baddbmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_baddbmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_baddbmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_baddbmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_baddbmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bernoulli_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bernoulli_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bernoulli_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bernoulli_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bincount_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bincount_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bincount_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bincount_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bincount_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_and_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_and_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_and_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_left_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_left_shift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_left_shift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_left_shift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_left_shift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_not_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_not_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_or_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_or_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_or_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_or_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_or_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_right_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_right_shift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_right_shift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_right_shift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_right_shift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_xor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_xor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_xor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_xor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_block_diag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_block_diag_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_block_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_block_diag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_block_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_block_diag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_block_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_block_diag_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_block_diag_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_block_diag_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_block_diag_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_block_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_block_diag_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_shapes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_tensors_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_tensors_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_tensors_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_to_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_to_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_to_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_to_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_to_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bucketize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bucketize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bucketize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bucketize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bucketize_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bucketize_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bucketize_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bucketize_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bucketize_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cauchy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cauchy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cauchy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cauchy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ceil_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ceil_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ceil_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ceil_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ceil_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ceil_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ceil_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ceil_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ceil_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_inverse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_inverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_inverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_inverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_min_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_min_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_min_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_min_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_min_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_min_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_min_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_min_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_min_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_min_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_complex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_corrcoef_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_corrcoef_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_corrcoef_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_corrcoef_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_corrcoef_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_corrcoef_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_corrcoef_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_corrcoef_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_corrcoef_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_corrcoef_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_corrcoef_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_count_nonzero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_count_nonzero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_count_nonzero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_count_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_count_nonzero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_count_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_count_nonzero_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_count_nonzero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_count_nonzero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_count_nonzero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_count_nonzero_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_count_nonzero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cross_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cross_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cross_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cross_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cross_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumprod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumprod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumprod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumprod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumprod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumprod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumprod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumprod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumprod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumulative_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumulative_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumulative_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumulative_trapezoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumulative_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumulative_trapezoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumulative_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumulative_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumulative_trapezoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumulative_trapezoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumulative_trapezoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagflat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagflat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagflat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagflat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagflat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagflat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagflat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagflat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagflat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagflat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagflat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagflat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diff_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diff_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diff_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diff_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diff_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diff_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diff_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diff_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diff_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diff_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diff_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diff_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_digamma_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_digamma_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_digamma_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_digamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_digamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_digamma_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_digamma_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_digamma_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_digamma_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_digamma_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dist_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dist_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dist_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dist_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_trunc_rounding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_trunc_rounding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_trunc_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_trunc_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_trunc_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_trunc_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_trunc_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_trunc_rounding_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_trunc_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_einsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_einsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_einsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_einsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_einsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_einsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_strided_cuda_float16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_equal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_equal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_equal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_equal_cuda_complex64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expm1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expm1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expm1_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expm1_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expm1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expm1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expm1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expm1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expm1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expm1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expm1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expm1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exponential_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exponential_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exponential_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exponential_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eye_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eye_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eye_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eye_cuda_complex64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_rfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flipud_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flipud_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flipud_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flipud_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flipud_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flipud_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flipud_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flipud_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flipud_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flipud_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flipud_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flipud_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_divide_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_divide_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_divide_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_divide_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_divide_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_frac_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_frac_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_frac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_frac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_frexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_frexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_frexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_frexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gcd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gcd_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gcd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gcd_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gcd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geqrf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geqrf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geqrf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geqrf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gradient_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gradient_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gradient_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gradient_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gradient_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gradient_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gradient_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gradient_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gradient_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gradient_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_grid_sampler_2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_grid_sampler_2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_grid_sampler_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_grid_sampler_2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_heaviside_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_heaviside_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_heaviside_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_heaviside_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_heaviside_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_heaviside_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_heaviside_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_heaviside_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_mean_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_mean_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_mean_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_mean_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_inner_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_inner_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_inner_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_inner_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_inner_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_inner_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_int_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_int_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_int_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_int_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_int_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_int_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_int_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_int_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_int_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_int_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_int_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_int_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isclose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isclose_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isclose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isclose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isclose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isclose_cuda_int16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_return_by_ref_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_return_by_ref_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_return_by_ref_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_return_by_ref_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_return_by_ref_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_return_by_ref_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_return_by_ref_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_return_by_ref_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_return_by_ref_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_return_by_ref_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_return_by_ref_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_return_by_ref_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kthvalue_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kthvalue_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kthvalue_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kthvalue_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kthvalue_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kthvalue_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kthvalue_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kthvalue_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kthvalue_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lcm_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lcm_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lcm_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lcm_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lcm_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_le_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_le_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_le_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_le_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_le_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_le_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_le_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_le_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_le_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_le_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lerp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lerp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lerp_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lerp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lerp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lerp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lerp_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cholesky_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cholesky_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cholesky_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cholesky_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cholesky_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cond_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cond_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cond_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cond_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cross_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_tensor_overload_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_tensor_overload_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_normal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_normal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_normal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_normal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logaddexp2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logaddexp2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logaddexp2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logaddexp2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logaddexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logaddexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logcumsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logcumsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logcumsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logcumsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logcumsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logcumsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logdet_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logdet_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logdet_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logdet_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_tensor_overload_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_tensor_overload_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_tensor_overload_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_tensor_overload_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_tensor_overload_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_tensor_overload_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_unpack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_unpack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_unpack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_unpack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumprod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumprod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumprod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumprod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumprod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumprod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumprod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumprod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumprod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_log_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_log_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logaddexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logaddexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_median_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_median_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_normalize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_normalize_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_normalize_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_normalize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_normalize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_normalize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_std_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_std_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_std_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_std_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_std_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_std_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_std_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_std_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_std_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_std_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matmul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matmul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matmul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matmul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matrix_exp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matrix_exp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matrix_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matrix_exp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matrix_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matrix_exp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_binary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_pool2d_with_indices_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_pool2d_with_indices_backward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_pool2d_with_indices_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_pool2d_with_indices_backward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_no_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_no_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_no_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_no_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_no_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_no_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_no_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_with_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_with_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_with_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_with_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_with_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_with_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_maximum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_maximum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_maximum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_maximum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_maximum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_maximum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_maximum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_maximum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_maximum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_maximum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_median_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_median_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_median_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_median_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_median_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_median_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_median_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_variadic_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_variadic_tensors_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_variadic_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_variadic_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_variadic_tensors_cuda_float16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_binary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_with_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_with_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_with_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_with_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_with_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_with_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_msort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_msort_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_msort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_msort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_msort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_msort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_msort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_msort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_msort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_msort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_multinomial_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_multinomial_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_multinomial_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_multinomial_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nan_to_num_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nan_to_num_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nan_to_num_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nan_to_num_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nan_to_num_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nan_to_num_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nan_to_num_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nan_to_num_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nan_to_num_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nan_to_num_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmean_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanquantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanquantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_batch_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_batch_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_batch_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_dropout_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_dropout_backward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_dropout_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_dropout_backward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_layer_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_layer_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_layer_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_layer_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nextafter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nextafter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nextafter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nextafter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_max_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_max_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_max_pool2d_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_unfold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_upsample_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_upsample_bilinear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_upsample_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_upsample_bilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_upsample_nearest_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_upsample_nearest_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_upsample_nearest_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_upsample_nearest_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_upsample_nearest_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_int32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_4_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_4_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_4_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_4_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_qr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_qr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_quantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_quantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rad2deg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rad2deg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rad2deg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rad2deg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rad2deg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rad2deg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rad2deg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rad2deg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rad2deg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rad2deg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rand_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rand_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rand_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rand_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rand_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rand_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rand_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_remainder_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_remainder_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_remainder_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_remainder_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_remainder_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_remainder_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_remainder_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_remainder_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_remainder_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_renorm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_renorm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_renorm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_renorm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_renorm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_renorm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_decimals_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_decimals_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_decimals_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_decimals_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_decimals_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_decimals_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_decimals_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_decimals_3_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsub_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsub_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsub_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scalar_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scalar_tensor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scalar_tensor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scalar_tensor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scalar_tensor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scalar_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scalar_tensor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_searchsorted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_searchsorted_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_searchsorted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_searchsorted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_searchsorted_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_searchsorted_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_searchsorted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_searchsorted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_searchsorted_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_int32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_zeta_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_zeta_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_zeta_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_zeta_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_zeta_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_zeta_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_zeta_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_zeta_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_int16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_mean_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stft_cuda_complex64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sub_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_int32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_to_size_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_to_size_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_to_size_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_svd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_svd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_svd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_svd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_svd_lowrank_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_svd_lowrank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_svd_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_svd_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_along_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_along_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_along_dim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_along_dim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_along_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_along_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_along_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_along_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_along_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_along_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_along_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_along_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tanh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tanh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tanh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tanh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tanh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tanh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tanh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensordot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensordot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensordot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensordot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensordot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensordot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_topk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_topk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_topk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_topk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_topk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_topk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_topk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_topk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_topk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch__scaled_mm_cuda_float8_e4m3fn, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__efficient_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__efficient_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__flash_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__flash_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapezoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapezoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapezoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapezoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapezoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triangular_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triangular_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triangular_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triangular_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_indices_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_indices_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trunc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trunc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trunc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trunc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trunc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trunc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trunc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trunc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trunc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_uniform_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_uniform_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_uniform_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_uniform_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_uniform_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_uniform_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_consecutive_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_consecutive_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_consecutive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_consecutive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_consecutive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_consecutive_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_consecutive_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_consecutive_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_consecutive_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_consecutive_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_uint32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_uint64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unravel_index_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unravel_index_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unravel_index_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unravel_index_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unravel_index_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_chunk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_chunk_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_chunk_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_chunk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_chunk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_chunk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_chunk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_chunk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_chunk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_split_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_mean_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_mean_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vdot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vdot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vdot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vdot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_complex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vsplit_cuda_bool, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_uint8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_zero__cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_zero__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_zero__cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_zero__cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_zero__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_zero__cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_zero__cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_zero__cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_zero__cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_zero__cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_zero__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_zeros_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addbmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addbmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addbmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addbmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addbmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addbmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcdiv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcdiv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcdiv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcdiv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcdiv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcdiv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcmul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcmul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcmul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcmul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcmul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcmul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcmul_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcmul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcmul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_decomposed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_decomposed_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_decomposed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_decomposed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_decomposed_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_decomposed_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_allclose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_allclose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_allclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_allclose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_allclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_allclose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_angle_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_angle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_angle_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_angle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_angle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_angle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_angle_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_angle_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_angle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_angle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_angle_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_any_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_any_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_any_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_any_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_any_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_any_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_any_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_any_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_any_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_any_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_any_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_any_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_arange_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_arange_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_arange_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_arange_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_arange_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_arange_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_arange_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_arange_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_arange_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bernoulli_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bincount_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bincount_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bincount_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bincount_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bincount_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_and_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_and_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_and_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_left_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_left_shift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_left_shift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_left_shift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_left_shift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_not_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_not_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_or_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_or_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_or_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_or_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_or_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_right_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_right_shift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_right_shift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_right_shift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_right_shift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_xor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_xor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_xor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_xor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bmm_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_max_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_max_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_max_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_min_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_min_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_min_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_min_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_min_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_min_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_min_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_min_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_copysign_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_copysign_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_copysign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_copysign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_copysign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_copysign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_copysign_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_copysign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_copysign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_copysign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumsum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_deg2rad_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_deg2rad_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_deg2rad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_deg2rad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_deg2rad_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_deg2rad_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_deg2rad_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_deg2rad_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_deg2rad_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_deg2rad_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagflat_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_digamma_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_digamma_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_digamma_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_digamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_digamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_digamma_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_digamma_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_digamma_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_digamma_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_digamma_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dist_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dist_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dist_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dist_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_floor_rounding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_floor_rounding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_floor_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_floor_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_floor_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_floor_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_floor_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_floor_rounding_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_floor_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_trunc_rounding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_trunc_rounding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_trunc_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_trunc_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_trunc_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_trunc_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_trunc_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_trunc_rounding_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_trunc_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_einsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_einsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_einsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_einsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_einsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_einsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_equal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_equal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_equal_cuda_complex128, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfc_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfc_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfinv_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfinv_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfinv_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp2_cuda_int32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_int8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_divide_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_divide_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_divide_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_frac_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_frac_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_frac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_frac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_frexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_frexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_frexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_frexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gcd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gcd_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gcd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gcd_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gcd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ge_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ge_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ge_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ge_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ge_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ge_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ge_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ge_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ge_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ge_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geometric_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geometric_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geometric_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geometric_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geometric_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geometric_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geometric_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geometric_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geometric_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geqrf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geqrf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geqrf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geqrf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_grid_sampler_2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_grid_sampler_2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_grid_sampler_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_grid_sampler_2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_heaviside_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_heaviside_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_heaviside_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_heaviside_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_heaviside_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_heaviside_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_heaviside_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_heaviside_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_heaviside_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_heaviside_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_histc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_histc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_histc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_histc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_histc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_histc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_histc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hypot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hypot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hypot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hypot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_i0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_i0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_i0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_i0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_i0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_i0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_i0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_i0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_i0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_i0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_igamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_igamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_igammac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_igammac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_imag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_imag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_imag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_add_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_copy_cuda_complex128, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_int8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_return_by_ref_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_return_by_ref_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_return_by_ref_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_return_by_ref_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_return_by_ref_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_return_by_ref_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_return_by_ref_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_householder_product_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_inv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_inv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_inv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_inv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_inv_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_inv_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_inv_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_inv_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_ldl_factor_cuda_complex128, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_power_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_power_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_rank_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_rank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_rank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_rank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_rank_hermitian_cuda_complex128, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_subgradients_at_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_subgradients_at_zero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_subgradients_at_zero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_subgradients_at_zero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_subgradients_at_zero_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log10_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log2_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_normal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_normal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_normal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_normal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_uint8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_or_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_or_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_or_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_or_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_or_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_or_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_or_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_or_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_or_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_or_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_or_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lu_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lu_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lu_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lu_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lu_unpack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lu_unpack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lu_unpack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lu_unpack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logaddexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logsumexp_cuda_int16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_binary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_no_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_no_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_no_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_no_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_no_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_no_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_no_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_with_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_with_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_with_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_with_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_with_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_with_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mode_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mode_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mode_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mode_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mode_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mode_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_multinomial_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_multinomial_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_multinomial_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_multinomial_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nan_to_num_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nan_to_num_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nan_to_num_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nan_to_num_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nan_to_num_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nan_to_num_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nan_to_num_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nan_to_num_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nan_to_num_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nan_to_num_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmean_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanquantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanquantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_batch_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_batch_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_batch_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_dropout_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_dropout_backward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_dropout_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_dropout_backward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_layer_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_layer_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_layer_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_layer_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ne_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ne_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ne_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ne_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ne_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ne_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ormqr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ormqr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ormqr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ormqr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pca_lowrank_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pca_lowrank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pca_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pca_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pinverse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pinverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pinverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pinverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polar_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polar_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_4_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_4_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_4_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_4_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_4_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_4_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_4_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_4_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_4_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_4_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_qr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_qr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_quantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_quantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rad2deg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rad2deg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rad2deg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rad2deg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rad2deg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rad2deg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rad2deg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rad2deg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rad2deg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rad2deg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rand_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rand_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rand_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rand_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rand_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rand_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rand_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reciprocal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reciprocal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reciprocal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reciprocal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reciprocal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reciprocal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reciprocal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reciprocal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reciprocal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reciprocal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reciprocal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reciprocal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_renorm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_renorm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_renorm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_renorm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_renorm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_renorm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_interleave_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_interleave_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_interleave_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_interleave_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_interleave_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_interleave_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_interleave_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_interleave_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_interleave_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_interleave_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_interleave_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_interleave_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_interleave_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize_as__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize_as__cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize_as__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize_as__cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize_as__cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize_as__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize_as__cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize_as__cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize_as__cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize_as__cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize_as__cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize_as__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_neg_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_neg_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_neg_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_neg_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsub_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsub_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsub_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsub_cuda_int16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scalar_tensor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scalar_tensor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scalar_tensor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scalar_tensor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scalar_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scalar_tensor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_add_cuda_float16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_gaussian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_general_cosine_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_general_cosine_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_general_hamming_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_general_hamming_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_hamming_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_hamming_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_hann_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_hann_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_svd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_svd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_svd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_svd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_svd_lowrank_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_svd_lowrank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_svd_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_svd_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensor_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensor_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensor_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensor_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensor_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensor_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensor_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensor_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensor_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensor_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensor_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensor_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensordot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensordot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensordot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensordot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensordot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensordot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_topk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_topk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_topk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_topk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_topk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_topk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_topk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_topk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_topk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch__scaled_mm_cuda_float8_e4m3fn, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__efficient_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__efficient_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__flash_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__flash_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapz_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapz_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapz_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapz_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapz_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapz_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapz_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapz_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapz_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapz_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapz_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triangular_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triangular_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triangular_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triangular_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_indices_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_indices_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trunc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trunc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trunc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trunc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trunc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trunc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trunc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trunc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trunc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unflatten_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unflatten_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_copy_cuda_int32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_mean_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_mean_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_unbiased_cuda_complex64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_as_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_as_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_as_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vsplit_cuda_complex64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addmm_decomposed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addmm_decomposed_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addmm_decomposed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addmm_decomposed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addmm_decomposed_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addmm_decomposed_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addmv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addmv_cuda_complex128, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_alias_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_alias_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_alias_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_alias_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_alias_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_alias_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_alias_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_cuda_complex64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_index_reduce_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_index_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_inner_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_int_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_isclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_isfinite_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_isin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_isinf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_isnan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_isneginf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_isposinf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_isreal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_istft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_item_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_jiterator_2inputs_2outputs_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_jiterator_4inputs_with_extra_args_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_jiterator_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_jiterator_binary_return_by_ref_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_jiterator_unary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_kron_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_kthvalue_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_lcm_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_ldexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_le_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_lerp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_lgamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_cholesky_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_cond_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_det_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_det_singular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_eig_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_eigh_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_lstsq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_lstsq_grad_oriented_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_lu_factor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_lu_factor_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_lu_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_matrix_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_matrix_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_matrix_rank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_matrix_rank_hermitian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_multi_dot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_norm_subgradients_at_zero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_pinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_pinv_hermitian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_pinv_singular_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_vander_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_vecdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_vector_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_log10_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_log1p_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_log2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_log_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_log_normal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_log_softmax_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logaddexp2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logcumsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logdet_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logical_and_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logical_not_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logical_or_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logical_xor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_long_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_lt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_lu_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_lu_unpack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mH_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mT_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_argmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_argmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_cumprod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_normalize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_matmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_matrix_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_max_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_max_pool2d_with_indices_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_max_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_max_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_maximum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_meshgrid_list_of_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_meshgrid_variadic_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_min_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_min_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_min_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_movedim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_msort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_multinomial_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nan_to_num_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nanmean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nanmedian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nanquantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nansum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_narrow_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_narrow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_native_batch_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_native_dropout_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_native_layer_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_ne_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_neg_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_alpha_dropout_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_avg_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_avg_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_avg_pool3d_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_pixel_shuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_pixel_unshuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_poisson_nll_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_prelu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_relu6_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_relu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_rms_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_rrelu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_selu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_silu_complex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_silu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_smooth_l1_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_soft_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_softmin_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_softplus_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_softshrink_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_softsign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_tanhshrink_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_threshold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_triplet_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_unfold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_upsample_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_upsample_nearest_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nonzero_static_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_norm_fro_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_norm_inf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_norm_nuc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_normal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_normal_in_place_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_normal_number_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_ones_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_ones_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_ormqr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_outer_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_pca_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_permute_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_permute_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_pinverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_polar_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_polygamma_polygamma_n_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_polygamma_polygamma_n_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_polygamma_polygamma_n_2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_polygamma_polygamma_n_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_polygamma_polygamma_n_4_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_positive_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_randn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_randn_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_ravel_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_real_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_reciprocal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_remainder_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_renorm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_repeat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_repeat_interleave_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_round_decimals_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_round_decimals_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_round_decimals_neg_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_rsqrt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_rsub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_scalar_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_scatter_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_scatter_reduce_amax_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_unravel_index_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_unsafe_chunk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_unsafe_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_unsqueeze_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_unsqueeze_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_var_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_var_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_var_unbiased_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_xlogy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_zero__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_zeros_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_zeros_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_allclose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_allclose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_allclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_allclose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_allclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_allclose_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bool_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bool_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bool_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bool_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bool_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bool_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bool_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_tensors_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_tensors_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_uint8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cartesian_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cartesian_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cartesian_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cauchy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cauchy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cauchy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cauchy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdouble_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdouble_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdouble_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdouble_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdouble_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdouble_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdouble_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdouble_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdouble_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdouble_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdouble_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdouble_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdouble_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_inverse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_inverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_inverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_inverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_min_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_min_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_min_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_min_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_min_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_min_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_min_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_min_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_min_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_min_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_complex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_physical_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_physical_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_physical_cuda_complex128, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumulative_trapezoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_deg2rad_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_deg2rad_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_deg2rad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_deg2rad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_deg2rad_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_deg2rad_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_deg2rad_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_deg2rad_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_deg2rad_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_deg2rad_cuda_uint8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_uint8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dsplit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_einsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_einsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_einsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_einsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_einsum_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_divide_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_divide_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_divide_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_divide_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_divide_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_frac_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_frac_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_frac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_frac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_frexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_frexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_frexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_frexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gcd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gcd_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gcd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gcd_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gcd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geometric_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geometric_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geometric_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geometric_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geometric_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geometric_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geometric_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geometric_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geometric_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geqrf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geqrf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geqrf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geqrf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gradient_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gradient_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gradient_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gradient_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gradient_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_heaviside_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_histc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_histc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_histc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_histc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_histc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hsplit_cuda_float16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_xor_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_unpack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_unpack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_unpack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_unpack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_int8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmean_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmedian_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmedian_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmedian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmedian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmedian_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmedian_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmedian_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmedian_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmedian_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanquantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanquantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_batch_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_batch_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_batch_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_dropout_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_dropout_backward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_dropout_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_dropout_backward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_layer_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_layer_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_layer_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_layer_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ne_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ne_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ne_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ne_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ne_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ne_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ne_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ne_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ne_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ne_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ne_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ne_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nextafter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nextafter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nextafter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nextafter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_max_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_max_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_max_pool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_max_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_max_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_max_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_max_pool3d_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pinverse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pinverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pinverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pinverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polar_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polar_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_3_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_3_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_4_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_4_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_4_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_4_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_4_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_4_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_4_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_4_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_4_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_4_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_qr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_qr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_quantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_quantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rad2deg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rad2deg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rad2deg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rad2deg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rad2deg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rad2deg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rad2deg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rad2deg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rad2deg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rad2deg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rand_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rand_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rand_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rand_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rand_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rand_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rand_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_like_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randn_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randn_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randn_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randn_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randn_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randn_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_remainder_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_renorm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_renorm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_renorm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_renorm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_renorm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_renorm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_cuda_complex64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_conj_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_conj_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_conj_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_conj_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_conj_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rot90_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rot90_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rot90_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rot90_cuda_complex64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_decimals_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_decimals_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_decimals_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_decimals_0_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsqrt_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsqrt_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsqrt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsqrt_cuda_uint8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_uint8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tile_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tile_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tile_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tile_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tile_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tile_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tile_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tile_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_sparse_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_sparse_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_topk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_topk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_topk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_topk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_topk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_topk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_topk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_topk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_topk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch__scaled_mm_cuda_float8_e4m3fn, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__efficient_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__efficient_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__flash_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__flash_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapezoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapezoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapezoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapezoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapezoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapz_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triangular_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triangular_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triangular_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_indices_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_indices_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trunc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trunc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trunc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trunc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trunc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trunc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trunc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trunc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trunc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_consecutive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_consecutive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_consecutive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_consecutive_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_consecutive_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_consecutive_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_consecutive_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_consecutive_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_uint32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_uint64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unravel_index_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unravel_index_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unravel_index_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unravel_index_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unravel_index_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_chunk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_chunk_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_chunk_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_chunk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_chunk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_chunk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_chunk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_chunk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_chunk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_cuda_float16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_mean_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_mean_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vdot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vdot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vdot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vdot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_complex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vsplit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_where_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_where_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_where_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_where_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_where_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_where_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_where_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_where_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_where_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_where_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_where_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_acos_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_acos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_acos_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_acos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_acos_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_acosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_acosh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_acosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_acosh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_acosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_acosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_acosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_acosh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_acosh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_acosh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_acosh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_acosh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_acosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_add_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addbmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addbmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addbmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addbmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addbmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addbmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addcdiv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addcdiv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addcdiv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addcdiv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addcdiv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addcdiv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addcmul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addcmul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addcmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addcmul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addcmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addcmul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addcmul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addcmul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addcmul_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addcmul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addcmul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addmm_decomposed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addmm_decomposed_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addmm_decomposed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addmm_decomposed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addmm_decomposed_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addmm_decomposed_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addmv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addmv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addmv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addmv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addmv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addmv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_addr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_alias_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_alias_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_alias_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_alias_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_alias_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_alias_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_alias_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_alias_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_alias_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_alias_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_alias_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_alias_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_alias_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_H_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_T_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides___getitem___cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides___radd___cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides___rand___cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides___rdiv___cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides__foreach_abs_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides__foreach_acos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides__foreach_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides__foreach_addcdiv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides__foreach_addcmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides__foreach_asin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides__foreach_atan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides__foreach_ceil_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides__foreach_clamp_max_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides__foreach_floor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides__foreach_frac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides__foreach_lerp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides__foreach_lgamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides__foreach_log10_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides__foreach_log1p_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides__foreach_log2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides__foreach_log_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides__foreach_max_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_meshgrid_variadic_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_min_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_min_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_min_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_mm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_movedim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_msort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_mul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_multinomial_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_mv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nan_to_num_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nanmean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nanmedian_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_unfold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_upsample_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_upsample_nearest_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nonzero_static_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_norm_fro_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_pca_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_permute_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_permute_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_pinverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_polar_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_polygamma_polygamma_n_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_polygamma_polygamma_n_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_polygamma_polygamma_n_2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_polygamma_polygamma_n_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_polygamma_polygamma_n_4_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_positive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_put_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_quantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_rad2deg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_rand_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_randint_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_randint_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_randn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_randn_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_ravel_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_real_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_reciprocal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_remainder_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_xor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_block_diag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_block_diag_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_block_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_block_diag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_block_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_block_diag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_block_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_block_diag_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_shapes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_tensors_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_tensors_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_tensors_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_to_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_to_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bucketize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bucketize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bucketize_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cauchy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cauchy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cauchy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cauchy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdouble_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdouble_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdouble_cuda_complex128, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ceil_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ceil_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ceil_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ceil_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ceil_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ceil_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ceil_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ceil_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ceil_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_uint8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_complex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_physical_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_physical_cuda_bool, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gcd_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gcd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geometric_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geometric_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geometric_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geometric_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geometric_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geometric_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geometric_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geometric_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geometric_cuda_uint8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_int8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_quantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_quantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rad2deg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rad2deg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rad2deg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rad2deg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rad2deg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rad2deg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rad2deg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rad2deg_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapz_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapz_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triangular_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triangular_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triangular_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triangular_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tril_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tril_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tril_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tril_cuda_complex32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_uniform_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_uniform_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_uniform_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_uniform_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_uniform_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_uniform_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_consecutive_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_consecutive_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_consecutive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_consecutive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_consecutive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_consecutive_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_consecutive_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_consecutive_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_cuda_uint32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_cuda_uint64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unravel_index_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unravel_index_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unravel_index_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unravel_index_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unravel_index_cuda_uint8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_chunk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_chunk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_split_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_split_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_where_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_where_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_where_cuda_complex128, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_xlogy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_xlogy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_xlogy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_xlogy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_xlogy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_xlogy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_xlogy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_xlogy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_xlogy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_int8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_embedding_bag_byte_prepack_cuda, test/test_meta.py::TestMetaCUDA::test_embedding_bag_byte_unpack_cuda, test/test_meta.py::TestMetaCUDA::test_embedding_bag_dense_backward_mode_1_cuda, test/test_meta.py::TestMetaCUDA::test_embedding_bag_dense_backward_mode_2_cuda, test/test_meta.py::TestMetaCUDA::test_embedding_bag_dense_backward_per_sample_weights_cuda, test/test_meta.py::TestMetaCUDA::test_empty_quantized_cuda, test/test_meta.py::TestMetaCUDA::test_fill__alias_relationship_cuda, test/test_meta.py::TestMetaCUDA::test_fill_stride_cuda, 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test/test_meta.py::TestMetaCUDA::test_meta_inplace__segment_reduce_offsets_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__segment_reduce_offsets_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__segment_reduce_offsets_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__softmax_backward_data_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__softmax_backward_data_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__softmax_backward_data_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__softmax_backward_data_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__upsample_bilinear2d_aa_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__upsample_bilinear2d_aa_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__upsample_bilinear2d_aa_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__upsample_bilinear2d_aa_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acos_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acos_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acos_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acos_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acos_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addbmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addbmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addbmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addbmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addbmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addbmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcdiv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcdiv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcdiv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcdiv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcdiv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcdiv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_decomposed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_decomposed_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_decomposed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_decomposed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_decomposed_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_decomposed_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_allclose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_allclose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_allclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_allclose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_allclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_allclose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_aminmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_aminmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_aminmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_aminmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_aminmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_aminmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_aminmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_aminmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_aminmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_aminmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_angle_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_angle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_angle_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_angle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_angle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_angle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_angle_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_angle_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_angle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_angle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_angle_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_arange_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_arange_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_arange_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_arange_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_arange_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_arange_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_arange_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_arange_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_arange_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argsort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argsort_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argsort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argsort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argsort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argsort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argsort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argsort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argsort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argsort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_baddbmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_baddbmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_baddbmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_baddbmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_baddbmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_baddbmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bernoulli_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bernoulli_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bernoulli_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bernoulli_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bincount_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bincount_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bincount_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bincount_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bincount_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_and_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_and_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_and_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_left_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_left_shift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_left_shift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_left_shift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_left_shift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_not_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_not_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_or_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_or_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_or_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_or_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_or_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_right_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_right_shift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_right_shift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_right_shift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_right_shift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_xor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_xor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_xor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_xor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_block_diag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_block_diag_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_block_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_block_diag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_block_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_block_diag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_block_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_block_diag_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_block_diag_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_block_diag_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_block_diag_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_block_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_block_diag_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_shapes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bucketize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bucketize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bucketize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bucketize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bucketize_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bucketize_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bucketize_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bucketize_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bucketize_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cauchy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cauchy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cauchy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cauchy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ceil_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ceil_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ceil_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ceil_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ceil_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ceil_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ceil_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ceil_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ceil_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_inverse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_inverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_inverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_inverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_complex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_copysign_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_copysign_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_copysign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_copysign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_copysign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_copysign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_copysign_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_copysign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_copysign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_copysign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumulative_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumulative_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumulative_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumulative_trapezoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumulative_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumulative_trapezoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumulative_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumulative_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumulative_trapezoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumulative_trapezoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumulative_trapezoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_deg2rad_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_deg2rad_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_deg2rad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_deg2rad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_deg2rad_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_deg2rad_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_deg2rad_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_deg2rad_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_deg2rad_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_deg2rad_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_digamma_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_digamma_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_digamma_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_digamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_digamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_digamma_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_digamma_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_digamma_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_digamma_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_digamma_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dist_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dist_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dist_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dist_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_floor_rounding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_floor_rounding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_floor_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_floor_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_floor_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_floor_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_floor_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_floor_rounding_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_floor_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_trunc_rounding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_trunc_rounding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_trunc_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_trunc_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_trunc_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_trunc_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_trunc_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_trunc_rounding_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_trunc_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_einsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_einsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_einsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_einsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_einsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_einsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_equal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_equal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_equal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_equal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_equal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_equal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_equal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_equal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_equal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_equal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_equal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_equal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exponential_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exponential_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exponential_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exponential_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_divide_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_divide_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_divide_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_divide_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_divide_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_frac_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_frac_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_frac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_frac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_frexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_frexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_frexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_frexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gcd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gcd_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gcd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gcd_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gcd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ge_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ge_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ge_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ge_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ge_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ge_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ge_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ge_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ge_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ge_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geometric_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geometric_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geometric_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geometric_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geometric_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geometric_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geometric_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geometric_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geometric_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geqrf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geqrf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geqrf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geqrf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_grid_sampler_2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_grid_sampler_2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_grid_sampler_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_grid_sampler_2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_heaviside_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_heaviside_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_heaviside_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_heaviside_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_heaviside_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_heaviside_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_heaviside_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_heaviside_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_heaviside_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_heaviside_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_histc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_histc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_histc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_histc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_histc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_histc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_histc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hypot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hypot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hypot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hypot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_igamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_igamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_igammac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_igammac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_imag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_imag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_imag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_float16, 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test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_norm_subgradients_at_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_norm_subgradients_at_zero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_norm_subgradients_at_zero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_norm_subgradients_at_zero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_norm_subgradients_at_zero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_norm_subgradients_at_zero_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_hermitian_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_hermitian_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_hermitian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_hermitian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_singular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_singular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_singular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_singular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_qr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_qr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_slogdet_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_slogdet_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_slogdet_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_slogdet_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_triangular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_triangular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_triangular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_triangular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_svd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_svd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_svd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_svd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_svdvals_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_svdvals_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_svdvals_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_svdvals_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_tensorinv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_tensorinv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_tensorinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_tensorinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_tensorsolve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_tensorsolve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_tensorsolve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_tensorsolve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vander_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vander_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vander_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vander_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vander_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vander_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vander_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vander_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vander_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vecdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vecdot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vecdot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vecdot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vecdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vecdot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vector_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vector_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vector_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vector_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vector_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vector_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_tensor_overload_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_tensor_overload_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_tensor_overload_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_tensor_overload_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_tensor_overload_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_tensor_overload_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_normal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_normal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_normal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_normal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logaddexp2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logaddexp2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logaddexp2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logaddexp2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logaddexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logaddexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logcumsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logcumsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logcumsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logcumsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logcumsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logcumsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logdet_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logdet_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logdet_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logdet_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_not_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_not_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_not_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_not_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_not_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_not_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_not_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_not_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_unpack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_unpack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_unpack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_unpack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mH_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mH_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mH_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mH_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mH_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mH_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mH_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mH_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mH_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mH_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mH_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mH_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mH_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumprod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumprod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumprod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumprod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumprod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumprod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumprod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumprod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumprod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_log_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_log_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logaddexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logaddexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_mean_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_mean_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_mean_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_mean_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_mean_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_median_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_median_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_normalize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_normalize_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_normalize_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_normalize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_normalize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_normalize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_select_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_select_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_select_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_select_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_select_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_softmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_softmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_softmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_std_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_std_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_std_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_std_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_std_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_std_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_std_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_std_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_std_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_std_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matmul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matmul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matmul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matmul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matrix_exp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matrix_exp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matrix_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matrix_exp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matrix_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matrix_exp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_binary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_pool2d_with_indices_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_pool2d_with_indices_backward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_pool2d_with_indices_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_pool2d_with_indices_backward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_no_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_no_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_no_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_no_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_no_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_no_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_no_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_with_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_with_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_with_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_with_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_with_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_with_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_minimum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_minimum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_minimum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_minimum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_minimum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_minimum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_minimum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_minimum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_minimum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mode_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mode_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mode_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mode_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mode_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mode_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_msort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_msort_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_msort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_msort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_msort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_msort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_msort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_msort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_msort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_msort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mul_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mul_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mul_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_multinomial_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_multinomial_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_multinomial_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_multinomial_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmean_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmedian_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmedian_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmedian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmedian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmedian_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmedian_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmedian_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmedian_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmedian_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanquantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanquantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_batch_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_batch_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_batch_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_dropout_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_dropout_backward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_dropout_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_dropout_backward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_layer_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_layer_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_layer_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_layer_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_complex64, 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test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nextafter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nextafter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nextafter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nextafter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_unfold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_unfold_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_unfold_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_unfold_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_unfold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_unfold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_unfold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_upsample_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_upsample_bilinear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_upsample_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_upsample_bilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_upsample_nearest_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_upsample_nearest_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_upsample_nearest_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_upsample_nearest_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_upsample_nearest_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_uint8, 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test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_static_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_fro_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_fro_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_fro_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_fro_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_fro_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_fro_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_inf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_inf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_inf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_inf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_inf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_inf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_nuc_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_nuc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_nuc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_nuc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_normal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_normal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_normal_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_like_cuda_bool, 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test/test_meta.py::TestMetaCUDA::test_meta_inplace_ormqr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ormqr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pca_lowrank_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pca_lowrank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pca_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pca_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pinverse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pinverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pinverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pinverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polar_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polar_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_3_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_3_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_4_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_4_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_4_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_4_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_4_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_4_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_4_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_4_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_4_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_4_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_qr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_qr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_quantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_quantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rad2deg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rad2deg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rad2deg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rad2deg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rad2deg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rad2deg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rad2deg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rad2deg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rad2deg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rad2deg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rand_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rand_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rand_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rand_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rand_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rand_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rand_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_remainder_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_remainder_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_remainder_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_remainder_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_remainder_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_remainder_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_remainder_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_remainder_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_remainder_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_renorm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_renorm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_renorm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_renorm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_renorm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_renorm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize__cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize__cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize__cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize__cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize__cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize__cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize__cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize__cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize__cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize_as__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize_as__cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize_as__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize_as__cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize_as__cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize_as__cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize_as__cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize_as__cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize_as__cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize_as__cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize_as__cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize_as__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_conj_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_conj_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_conj_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_conj_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_conj_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_neg_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_neg_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_neg_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_neg_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsub_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsub_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsub_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsub_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsub_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsub_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsub_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_searchsorted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_searchsorted_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_searchsorted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_searchsorted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_searchsorted_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_searchsorted_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_searchsorted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_searchsorted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_searchsorted_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_meta_inplace_sign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_bartlett_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_bartlett_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_blackman_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_blackman_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_cosine_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_cosine_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_exponential_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_exponential_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_gaussian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_gaussian_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_svd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_svd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_svd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_svd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_svd_lowrank_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_svd_lowrank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_svd_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_svd_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tanh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tanh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tanh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tanh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tanh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tanh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tanh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensordot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensordot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensordot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensordot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensordot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensordot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_topk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_topk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_topk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_topk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_topk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_topk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_topk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_topk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_topk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch__scaled_mm_cuda_float8_e4m3fn, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__efficient_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__efficient_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__flash_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__flash_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapezoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapezoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapezoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapezoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapezoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapz_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapz_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapz_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapz_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapz_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapz_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapz_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapz_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapz_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapz_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapz_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triangular_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triangular_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triangular_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triangular_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_indices_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_indices_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trunc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trunc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trunc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trunc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trunc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trunc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trunc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trunc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trunc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_uniform_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_uniform_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_uniform_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_uniform_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_uniform_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_uniform_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_consecutive_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_consecutive_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_consecutive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_consecutive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_consecutive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_consecutive_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_consecutive_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_consecutive_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_consecutive_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_consecutive_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_uint32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_uint64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unravel_index_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unravel_index_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unravel_index_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unravel_index_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unravel_index_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vdot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vdot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vdot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vdot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_complex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_xlogy_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__native_batch_norm_legit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__native_batch_norm_legit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__native_batch_norm_legit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__native_batch_norm_legit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__segment_reduce_lengths_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__segment_reduce_lengths_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__segment_reduce_lengths_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__segment_reduce_lengths_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__segment_reduce_offsets_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__segment_reduce_offsets_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__segment_reduce_offsets_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__segment_reduce_offsets_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__softmax_backward_data_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__softmax_backward_data_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__softmax_backward_data_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__softmax_backward_data_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__upsample_bilinear2d_aa_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__upsample_bilinear2d_aa_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__upsample_bilinear2d_aa_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__upsample_bilinear2d_aa_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addbmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addbmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addbmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addbmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addbmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addbmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcdiv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcdiv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcdiv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcdiv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcdiv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcdiv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcmul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcmul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcmul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcmul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcmul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcmul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcmul_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcmul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcmul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_decomposed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_decomposed_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_decomposed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_decomposed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_decomposed_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_decomposed_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_allclose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_allclose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_allclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_allclose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_allclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_allclose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_aminmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_aminmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_aminmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_aminmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_aminmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_aminmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_aminmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_aminmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_aminmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_aminmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_any_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_any_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_any_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_any_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_any_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_any_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_any_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_any_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_any_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_any_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_any_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_any_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_arange_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_arange_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_arange_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_arange_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_arange_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_arange_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_arange_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_arange_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_arange_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argsort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argsort_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argsort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argsort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argsort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argsort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argsort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argsort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argsort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argsort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_baddbmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_baddbmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_baddbmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_baddbmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_baddbmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_baddbmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bernoulli_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bernoulli_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bernoulli_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bernoulli_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bincount_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bincount_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bincount_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bincount_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bincount_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_and_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_and_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_and_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_left_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_left_shift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_left_shift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_left_shift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_left_shift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_not_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_not_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_or_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_or_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_or_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_or_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_or_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_right_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_right_shift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_right_shift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_right_shift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_right_shift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_xor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_xor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_xor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_xor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_shapes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bucketize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bucketize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bucketize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bucketize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bucketize_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bucketize_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bucketize_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bucketize_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bucketize_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cauchy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cauchy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cauchy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cauchy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ceil_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ceil_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ceil_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ceil_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ceil_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ceil_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ceil_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ceil_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ceil_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_inverse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_inverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_inverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_inverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_max_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_max_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_max_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_max_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_max_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_max_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_max_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_max_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_max_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_max_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_complex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_copysign_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_copysign_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_copysign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_copysign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_copysign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_copysign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_copysign_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_copysign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_copysign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_copysign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_corrcoef_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_corrcoef_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_corrcoef_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_corrcoef_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_corrcoef_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_corrcoef_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_corrcoef_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_corrcoef_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_corrcoef_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_corrcoef_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_corrcoef_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cross_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cross_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cross_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cross_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cross_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cross_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cross_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cross_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cross_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cross_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumprod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumprod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumprod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumprod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumprod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumprod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumprod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumprod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumprod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumulative_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumulative_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumulative_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumulative_trapezoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumulative_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumulative_trapezoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumulative_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumulative_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumulative_trapezoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumulative_trapezoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumulative_trapezoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_deg2rad_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_deg2rad_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_deg2rad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_deg2rad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_deg2rad_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_deg2rad_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_deg2rad_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_deg2rad_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_deg2rad_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_deg2rad_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_digamma_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_digamma_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_digamma_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_digamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_digamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_digamma_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_digamma_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_digamma_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_digamma_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_digamma_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dist_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dist_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dist_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dist_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_floor_rounding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_floor_rounding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_floor_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_floor_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_floor_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_floor_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_floor_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_floor_rounding_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_floor_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_einsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_einsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_einsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_einsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_einsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_einsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfc_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfinv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfinv_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfinv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfinv_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfinv_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfinv_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfinv_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfinv_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_as_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exponential_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exponential_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exponential_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exponential_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_divide_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_divide_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_divide_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_divide_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_divide_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_frac_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_frac_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_frac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_frac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_frexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_frexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_frexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_frexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gather_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gather_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gather_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gather_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gather_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gather_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gather_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gather_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gather_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gather_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gather_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gather_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gcd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gcd_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gcd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gcd_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gcd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geometric_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geometric_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geometric_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geometric_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geometric_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geometric_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geometric_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geometric_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geometric_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geqrf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geqrf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geqrf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geqrf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gradient_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gradient_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gradient_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gradient_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gradient_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gradient_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gradient_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gradient_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gradient_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gradient_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_grid_sampler_2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_grid_sampler_2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_grid_sampler_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_grid_sampler_2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_heaviside_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_heaviside_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_heaviside_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_heaviside_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_heaviside_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_heaviside_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_heaviside_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_heaviside_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_heaviside_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_heaviside_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_histc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_histc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_histc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_histc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_histc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_histc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_histc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hypot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hypot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hypot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hypot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_igamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_igamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_igammac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_igammac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_imag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_imag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_imag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_mean_cuda_float16, 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test/test_meta.py::TestMetaCUDA::test_meta_outplace_isinf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isinf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isinf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isneginf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isneginf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isneginf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isneginf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isneginf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isneginf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isneginf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isneginf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isneginf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isneginf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_complex64, 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test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_2inputs_2outputs_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_2inputs_2outputs_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_2inputs_2outputs_cuda_complex128, 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test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_4inputs_with_extra_args_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_4inputs_with_extra_args_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_4inputs_with_extra_args_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_4inputs_with_extra_args_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_4inputs_with_extra_args_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_4inputs_with_extra_args_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_4inputs_with_extra_args_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_4inputs_with_extra_args_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_4inputs_with_extra_args_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_4inputs_with_extra_args_cuda_int8, 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test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_power_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_power_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_rank_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_rank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_rank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_rank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_rank_hermitian_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_rank_hermitian_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_rank_hermitian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_rank_hermitian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_multi_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_multi_dot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_multi_dot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_multi_dot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_multi_dot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_multi_dot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_subgradients_at_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_subgradients_at_zero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_subgradients_at_zero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_subgradients_at_zero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_subgradients_at_zero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_subgradients_at_zero_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_hermitian_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_hermitian_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_hermitian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_hermitian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_singular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_singular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_singular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_singular_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_solve_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_solve_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_solve_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_solve_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_solve_triangular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_solve_triangular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_solve_triangular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_solve_triangular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_svd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_svd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_svd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_svd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_svdvals_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_svdvals_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_svdvals_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_svdvals_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_tensorinv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_tensorinv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_tensorinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_tensorinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_tensorsolve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_tensorsolve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_tensorsolve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_tensorsolve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vecdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vecdot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vecdot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vecdot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vecdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vecdot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vector_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vector_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vector_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vector_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vector_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vector_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_tensor_overload_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_tensor_overload_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_tensor_overload_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_tensor_overload_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_tensor_overload_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_tensor_overload_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_normal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_normal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_normal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_normal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logaddexp2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logaddexp2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logaddexp2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logaddexp2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logaddexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logaddexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logcumsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logcumsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logcumsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logcumsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logcumsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logcumsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logdet_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logdet_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logdet_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logdet_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_unpack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_unpack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_unpack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_unpack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumsum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_log_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_log_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logaddexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logaddexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_mean_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_mean_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_mean_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_mean_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_mean_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_median_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_median_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_normalize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_normalize_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_normalize_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_normalize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_normalize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_normalize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_select_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_select_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_select_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_select_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_select_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_sum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_sum_cuda_complex64, 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test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_var_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_var_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_var_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_var_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_var_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_var_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matmul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matmul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matmul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matmul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matrix_exp_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_pool2d_with_indices_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_pool2d_with_indices_backward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_pool2d_with_indices_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_pool2d_with_indices_backward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_with_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_with_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_with_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_with_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_with_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_with_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_median_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_median_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_median_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_median_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_median_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_median_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_median_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_binary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_no_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_no_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_no_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_no_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_no_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_no_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_no_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_with_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_with_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_with_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_with_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_with_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_with_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mode_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mode_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mode_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mode_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mode_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mode_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_msort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_msort_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_msort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_msort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_msort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_msort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_msort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_msort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_msort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_msort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_multinomial_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_multinomial_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_multinomial_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_multinomial_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmean_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmedian_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmedian_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmedian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmedian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmedian_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmedian_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmedian_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmedian_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmedian_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanquantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanquantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_batch_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_batch_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_batch_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_dropout_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_dropout_backward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_dropout_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_dropout_backward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_layer_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_layer_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_layer_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_layer_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_unfold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_unfold_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_unfold_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_unfold_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_unfold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_unfold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_unfold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_upsample_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_upsample_bilinear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_upsample_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_upsample_bilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_upsample_nearest_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_4_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_4_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_4_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_4_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_4_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_4_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_4_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_4_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_4_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_4_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_qr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_qr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_quantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_quantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rand_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rand_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rand_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rand_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rand_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rand_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rand_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reciprocal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reciprocal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reciprocal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reciprocal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reciprocal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reciprocal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reciprocal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reciprocal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reciprocal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reciprocal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reciprocal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reciprocal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_remainder_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_remainder_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_remainder_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_remainder_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_remainder_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_remainder_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_remainder_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_remainder_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_remainder_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_renorm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_renorm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_renorm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_renorm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_renorm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_renorm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_interleave_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_interleave_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_interleave_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_interleave_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_interleave_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_interleave_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_interleave_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_interleave_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_interleave_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_interleave_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_interleave_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_interleave_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_interleave_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize_as__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize_as__cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize_as__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize_as__cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize_as__cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize_as__cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize_as__cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize_as__cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize_as__cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize_as__cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize_as__cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize_as__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_conj_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_conj_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_conj_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_conj_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_conj_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rot90_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rot90_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rot90_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rot90_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rot90_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rot90_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rot90_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rot90_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rot90_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rot90_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rot90_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rot90_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_decimals_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_decimals_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_decimals_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_decimals_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_decimals_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_decimals_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_decimals_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_decimals_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_decimals_neg_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_decimals_neg_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_decimals_neg_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_decimals_neg_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsub_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsub_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsub_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsub_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsub_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsub_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsub_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scalar_tensor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scalar_tensor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scalar_tensor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scalar_tensor_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scalar_tensor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scalar_tensor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scalar_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scalar_tensor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scalar_tensor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scalar_tensor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scalar_tensor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scalar_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scalar_tensor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_mean_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_mean_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_mean_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_mean_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_searchsorted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_searchsorted_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_searchsorted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_searchsorted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_searchsorted_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_searchsorted_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_searchsorted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_searchsorted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_searchsorted_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sgn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sgn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sgn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sgn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sgn_cuda_complex64, 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test/test_meta.py::TestMetaCUDA::test_meta_outplace_short_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_short_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_short_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_short_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_short_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_short_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sign_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sign_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sign_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_bartlett_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_bartlett_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_blackman_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_blackman_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_cosine_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_cosine_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_exponential_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_exponential_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_gaussian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_gaussian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_general_cosine_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_general_cosine_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_general_hamming_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_general_hamming_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_hamming_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_hamming_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_hann_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_hann_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_kaiser_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_kaiser_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_nuttall_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_nuttall_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signbit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signbit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signbit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signbit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signbit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signbit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signbit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signbit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signbit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signbit_cuda_uint8, 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test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_cuda_complex32, 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test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sort_cuda_bool, 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test/test_meta.py::TestMetaCUDA::test_meta_outplace_sparse_sampled_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sparse_sampled_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sparse_sampled_addmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_airy_ai_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_airy_ai_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_airy_ai_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_airy_ai_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_airy_ai_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_airy_ai_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_airy_ai_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_airy_ai_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_y0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_y0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_y0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_y0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_y0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_y0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_y0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_y0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_y1_cuda_bool, 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test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_xlog1py_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_xlog1py_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_xlog1py_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_xlog1py_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_xlog1py_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_xlog1py_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_xlog1py_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_xlog1py_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_xlog1py_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_xlog1py_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_zeta_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_zeta_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_zeta_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_zeta_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_zeta_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_zeta_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_zeta_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_zeta_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_svd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_svd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_svd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_svd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_svd_lowrank_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_svd_lowrank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_svd_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_svd_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tanh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tanh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tanh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tanh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tanh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tanh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tanh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensordot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensordot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensordot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensordot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensordot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensordot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_topk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_topk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_topk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_topk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_topk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_topk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_topk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_topk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_topk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch__scaled_mm_cuda_float8_e4m3fn, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__efficient_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__efficient_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__flash_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__flash_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapz_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapz_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapz_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapz_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapz_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapz_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapz_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapz_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapz_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapz_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapz_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triangular_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triangular_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triangular_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triangular_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_indices_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_indices_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trunc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trunc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trunc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trunc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trunc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trunc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trunc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trunc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trunc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unflatten_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unflatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unflatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unflatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unflatten_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unflatten_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unflatten_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unflatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unflatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unflatten_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unflatten_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unflatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unflatten_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_uniform_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_uniform_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_uniform_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_uniform_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_uniform_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_uniform_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_uint32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_uint64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unravel_index_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unravel_index_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unravel_index_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unravel_index_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unravel_index_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_chunk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_chunk_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_chunk_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_chunk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_chunk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_chunk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_chunk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_chunk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_chunk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vdot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vdot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vdot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vdot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_complex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_nan_to_num_cuda, test/test_meta.py::TestMetaCUDA::test_quantized_embedding_bag_cuda, test/test_meta.py::TestMetaCUDA::test_segment_reduce_backward_cuda, test/test_meta.py::TestMetaCUDA::test_triangular_solve_out_cuda 2024-12-18T01:37:55.5461044Z 2024-12-18T01:37:57.1673150Z Running test_indexing 1/1 ... [2024-12-18 01:37:57.166746] 2024-12-18T01:37:57.1674305Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:37:57.1675663Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_indexing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:37:57.167185] 2024-12-18T01:38:02.5014563Z 2024-12-18T01:38:02.5016102Z test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_indexing_1.1_f6e8fa487d841f69_.log 2024-12-18T01:38:02.5056444Z Running 89 items in this shard: test/test_indexing.py::TestIndexingCUDA::test_advancedindex_big_cuda, test/test_indexing.py::TestIndexingCUDA::test_advancedindex_cuda_float16, test/test_indexing.py::TestIndexingCUDA::test_advancedindex_cuda_float64, test/test_indexing.py::TestIndexingCUDA::test_basic_advanced_combined_cuda, test/test_indexing.py::TestIndexingCUDA::test_bool_indices_accumulate_cuda, test/test_indexing.py::TestIndexingCUDA::test_bool_indices_cuda, test/test_indexing.py::TestIndexingCUDA::test_byte_mask2d_cuda, test/test_indexing.py::TestIndexingCUDA::test_byte_mask_accumulate_cuda, test/test_indexing.py::TestIndexingCUDA::test_byte_mask_cuda, test/test_indexing.py::TestIndexingCUDA::test_byte_tensor_assignment_cuda, test/test_indexing.py::TestIndexingCUDA::test_cpu_indices_cuda, test/test_indexing.py::TestIndexingCUDA::test_cuda_broadcast_index_use_deterministic_algorithms_cuda, test/test_indexing.py::TestIndexingCUDA::test_ellipsis_tensor_cuda, test/test_indexing.py::TestIndexingCUDA::test_empty_index_cuda, test/test_indexing.py::TestIndexingCUDA::test_empty_ndim_index_bool_cuda, test/test_indexing.py::TestIndexingCUDA::test_empty_ndim_index_cuda, test/test_indexing.py::TestIndexingCUDA::test_empty_slice_cuda, test/test_indexing.py::TestIndexingCUDA::test_gather_take_along_dim_cross_device_cuda_float32, test/test_indexing.py::TestIndexingCUDA::test_getitem_scalars_cuda, test/test_indexing.py::TestIndexingCUDA::test_index_cuda, test/test_indexing.py::TestIndexingCUDA::test_index_getitem_copy_bools_slices_cuda, test/test_indexing.py::TestIndexingCUDA::test_index_ind_dtype_cuda, test/test_indexing.py::TestIndexingCUDA::test_index_limits_cuda, test/test_indexing.py::TestIndexingCUDA::test_index_put_accumulate_duplicate_indices_cuda, test/test_indexing.py::TestIndexingCUDA::test_index_put_accumulate_empty_cuda, test/test_indexing.py::TestIndexingCUDA::test_index_put_accumulate_expanded_values_cuda, test/test_indexing.py::TestIndexingCUDA::test_index_put_accumulate_non_contiguous_cuda, test/test_indexing.py::TestIndexingCUDA::test_index_put_accumulate_with_optional_tensors_cuda, test/test_indexing.py::TestIndexingCUDA::test_index_put_large_indices_cuda, test/test_indexing.py::TestIndexingCUDA::test_index_put_src_datatype_cuda_bfloat16, test/test_indexing.py::TestIndexingCUDA::test_index_put_src_datatype_cuda_bool, test/test_indexing.py::TestIndexingCUDA::test_index_put_src_datatype_cuda_complex128, test/test_indexing.py::TestIndexingCUDA::test_index_put_src_datatype_cuda_complex64, test/test_indexing.py::TestIndexingCUDA::test_index_put_src_datatype_cuda_float16, test/test_indexing.py::TestIndexingCUDA::test_index_put_src_datatype_cuda_float8_e4m3fn, test/test_indexing.py::TestIndexingCUDA::test_index_put_src_datatype_cuda_float8_e5m2, test/test_indexing.py::TestIndexingCUDA::test_index_put_src_datatype_cuda_int64, test/test_indexing.py::TestIndexingCUDA::test_index_scalar_with_bool_mask_cuda, test/test_indexing.py::TestIndexingCUDA::test_index_setitem_bools_slices_cuda, test/test_indexing.py::TestIndexingCUDA::test_index_src_datatype_cuda_bfloat16, test/test_indexing.py::TestIndexingCUDA::test_index_src_datatype_cuda_bool, test/test_indexing.py::TestIndexingCUDA::test_index_src_datatype_cuda_float16, test/test_indexing.py::TestIndexingCUDA::test_index_src_datatype_cuda_int64, test/test_indexing.py::TestIndexingCUDA::test_int_assignment_cuda, test/test_indexing.py::TestIndexingCUDA::test_int_indices2d_cuda, test/test_indexing.py::TestIndexingCUDA::test_int_indices_broadcast_cuda, test/test_indexing.py::TestIndexingCUDA::test_int_indices_cuda, test/test_indexing.py::TestIndexingCUDA::test_invalid_device_cuda, test/test_indexing.py::TestIndexingCUDA::test_invalid_index_cuda, test/test_indexing.py::TestIndexingCUDA::test_jit_indexing_cuda, test/test_indexing.py::TestIndexingCUDA::test_multiple_bool_indices_cuda, test/test_indexing.py::TestIndexingCUDA::test_multiple_byte_mask_cuda, test/test_indexing.py::TestIndexingCUDA::test_multiple_int_cuda, test/test_indexing.py::TestIndexingCUDA::test_none_cuda, test/test_indexing.py::TestIndexingCUDA::test_out_of_bound_index_cuda, test/test_indexing.py::TestIndexingCUDA::test_set_item_to_scalar_tensor_cuda, test/test_indexing.py::TestIndexingCUDA::test_setitem_expansion_error_cuda, test/test_indexing.py::TestIndexingCUDA::test_setitem_scalars_cuda, test/test_indexing.py::TestIndexingCUDA::test_single_int_cuda, test/test_indexing.py::TestIndexingCUDA::test_step_assignment_cuda, test/test_indexing.py::TestIndexingCUDA::test_step_cuda, test/test_indexing.py::TestIndexingCUDA::test_take_along_dim_cuda_float32, test/test_indexing.py::TestIndexingCUDA::test_take_along_dim_cuda_int64, test/test_indexing.py::TestIndexingCUDA::test_take_along_dim_invalid_cuda_float32, test/test_indexing.py::TestIndexingCUDA::test_take_along_dim_invalid_cuda_int64, test/test_indexing.py::TestIndexingCUDA::test_unravel_index_errors_cuda, test/test_indexing.py::TestIndexingCUDA::test_variable_slicing_cuda, test/test_indexing.py::TestIndexingCUDA::test_zero_dim_index_cuda, test/test_indexing.py::NumpyTestsCUDA::test_boolean_assignment_value_mismatch_cuda, test/test_indexing.py::NumpyTestsCUDA::test_boolean_indexing_alldims_cuda, test/test_indexing.py::NumpyTestsCUDA::test_boolean_indexing_onedim_cuda, test/test_indexing.py::NumpyTestsCUDA::test_boolean_indexing_twodim_cuda, test/test_indexing.py::NumpyTestsCUDA::test_boolean_indexing_weirdness_cuda, test/test_indexing.py::NumpyTestsCUDA::test_boolean_indexing_weirdness_tensors_cuda, test/test_indexing.py::NumpyTestsCUDA::test_boolean_list_indexing_cuda, test/test_indexing.py::NumpyTestsCUDA::test_boolean_shape_mismatch_cuda, test/test_indexing.py::NumpyTestsCUDA::test_broadcast_subspace_cuda, test/test_indexing.py::NumpyTestsCUDA::test_broaderrors_indexing_cuda, test/test_indexing.py::NumpyTestsCUDA::test_ellipsis_index_cuda, test/test_indexing.py::NumpyTestsCUDA::test_empty_fancy_index_cuda, test/test_indexing.py::NumpyTestsCUDA::test_empty_tuple_index_cuda, test/test_indexing.py::NumpyTestsCUDA::test_everything_returns_views_cuda, test/test_indexing.py::NumpyTestsCUDA::test_index_is_larger_cuda, test/test_indexing.py::NumpyTestsCUDA::test_index_no_floats_cuda, test/test_indexing.py::NumpyTestsCUDA::test_none_index_cuda, test/test_indexing.py::NumpyTestsCUDA::test_single_bool_index_cuda, test/test_indexing.py::NumpyTestsCUDA::test_single_int_index_cuda, test/test_indexing.py::NumpyTestsCUDA::test_trivial_fancy_out_of_bounds_cuda, test/test_indexing.py::NumpyTestsCUDA::test_truncate_leading_1s_cuda 2024-12-18T01:38:02.5094253Z 2024-12-18T01:38:07.2221772Z Running torch_np/numpy_tests/lib/test_shape_base_ 1/1 ... [2024-12-18 01:38:07.221659] 2024-12-18T01:38:07.2222595Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:38:07.2226377Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_shape_base_.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:38:07.222176] 2024-12-18T01:38:12.5106680Z 2024-12-18T01:38:12.5110665Z torch_np/numpy_tests/lib/test_shape_base_ 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_shape_base__1.1_d0532f5d8630a552_.log 2024-12-18T01:38:12.5165108Z Running 73 items in this shard: test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_argequivalent, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_broadcast, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_empty, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_invalid, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestPutAlongAxis::test_broadcast, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestPutAlongAxis::test_replace_max, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_0d_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_3d, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_axis_insertion, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_axis_insertion_ma, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_empty, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_scalar_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_simple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_simple101, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_tuple_func1d, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_with_iterable_object, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyOverAxes::test_simple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_axis_out_of_range, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_axis_tuple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_functionality, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_repeated_axis, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_index_split_high_bound, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_index_split_low_bound, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_index_split_simple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_0_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_cols, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_default, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_rows, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_rows_greater_max_int32, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSplit::test_equal_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSplit::test_unequal_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_1D_arrays, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_2D_arrays, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_generator, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_2D_array2, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_generator, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_3D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_basic, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_basic_2, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_axis, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_axis_handling, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_contiguous, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_type, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_basic, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a0_shape_b0, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a1_shape_b1, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a2_shape_b2, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a3_shape_b3, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a4_shape_b4, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a5_shape_b5, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_basic, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_empty, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_kroncompare, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_tile_one_repetition_on_array_gh4679, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestMayShareMemory::test_basic 2024-12-18T01:38:12.5202661Z 2024-12-18T01:38:17.2025849Z Running test_datapipe 1/1 ... [2024-12-18 01:38:17.202110] 2024-12-18T01:38:17.2026365Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:38:17.2030550Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_datapipe.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:38:17.202708] 2024-12-18T01:38:23.0133603Z 2024-12-18T01:38:23.0134506Z test_datapipe 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_datapipe_1.1_5649b54adb9565ae_.log 2024-12-18T01:38:23.0173929Z Running 94 items in this shard: test/test_datapipe.py::TestDataChunk::test_as_string, test/test_datapipe.py::TestDataChunk::test_getitem, test/test_datapipe.py::TestDataChunk::test_iter, test/test_datapipe.py::TestDataChunk::test_len, test/test_datapipe.py::TestDataChunk::test_random_shuffle, test/test_datapipe.py::TestDataChunk::test_reverse, test/test_datapipe.py::TestDataChunk::test_sort, test/test_datapipe.py::TestStreamWrapper::test_api, test/test_datapipe.py::TestStreamWrapper::test_dir, test/test_datapipe.py::TestStreamWrapper::test_pickle, test/test_datapipe.py::TestStreamWrapper::test_repr, test/test_datapipe.py::TestIterableDataPipeBasic::test_demux_mux_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_groupby_iterable_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_listdirfiles_iterable_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_listdirfilesdeterministic_iterable_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_map_with_col_file_handle_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_openfilesfromdisk_iterable_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_routeddecoder_iterable_datapipe, test/test_datapipe.py::TestCaptureDataFrame::test_basic_capture, test/test_datapipe.py::TestDataFramesPipes::test_batch, test/test_datapipe.py::TestDataFramesPipes::test_capture, test/test_datapipe.py::TestDataFramesPipes::test_collate, test/test_datapipe.py::TestDataFramesPipes::test_filter, test/test_datapipe.py::TestDataFramesPipes::test_shuffle, test/test_datapipe.py::TestDataFramesPipes::test_unbatch, test/test_datapipe.py::TestFunctionalIterDataPipe::test_batch_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_collate_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_concat_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_demux_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_docstring, test/test_datapipe.py::TestFunctionalIterDataPipe::test_filter_datapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_fork_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_iterable_wrapper_datapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_map_dict_with_col_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_map_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_map_tuple_list_with_col_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_mux_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_sampler_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_serializable, test/test_datapipe.py::TestFunctionalIterDataPipe::test_serializable_with_dill, test/test_datapipe.py::TestFunctionalIterDataPipe::test_shuffler_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_stream_reader_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_unbatch_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_zip_iterdatapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_batch_mapdatapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_concat_mapdatapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_docstring, test/test_datapipe.py::TestFunctionalMapDataPipe::test_map_mapdatapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_sequence_wrapper_datapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_serializable, test/test_datapipe.py::TestFunctionalMapDataPipe::test_serializable_with_dill, test/test_datapipe.py::TestFunctionalMapDataPipe::test_shuffler_mapdatapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_zip_mapdatapipe, test/test_datapipe.py::TestTyping::test_compile_time, test/test_datapipe.py::TestTyping::test_construct_time, test/test_datapipe.py::TestTyping::test_isinstance, test/test_datapipe.py::TestTyping::test_issubinstance, test/test_datapipe.py::TestTyping::test_protocol, test/test_datapipe.py::TestTyping::test_reinforce, test/test_datapipe.py::TestTyping::test_runtime, test/test_datapipe.py::TestTyping::test_subtype, test/test_datapipe.py::TestGraph::test_simple_traverse, test/test_datapipe.py::TestGraph::test_traverse_circular_datapipe, test/test_datapipe.py::TestGraph::test_traverse_forked, test/test_datapipe.py::TestGraph::test_traverse_mapdatapipe, test/test_datapipe.py::TestGraph::test_traverse_mixdatapipe, test/test_datapipe.py::TestGraph::test_traverse_unhashable_datapipe, test/test_datapipe.py::TestSerialization::test_spawn_lambdas_iter, test/test_datapipe.py::TestSerialization::test_spawn_lambdas_map, test/test_datapipe.py::TestCircularSerialization::test_circular_serialization_with_dill, test/test_datapipe.py::TestCircularSerialization::test_circular_serialization_with_pickle, test/test_datapipe.py::TestSharding::test_legacy_custom_sharding, test/test_datapipe.py::TestSharding::test_legacy_custom_sharding_with_old_dataloader, test/test_datapipe.py::TestSharding::test_multi_sharding, test/test_datapipe.py::TestSharding::test_old_dataloader, test/test_datapipe.py::TestSharding::test_sharding_groups, test/test_datapipe.py::TestSharding::test_sharding_groups_in_legacy_grouping_package, test/test_datapipe.py::TestSharding::test_sharding_length, test/test_datapipe.py::TestSharding::test_simple_sharding, test/test_datapipe.py::TestIterDataPipeSingletonConstraint::test_iterdatapipe_singleton_buggy, test/test_datapipe.py::TestIterDataPipeSingletonConstraint::test_iterdatapipe_singleton_constraint_multiple_outputs, test/test_datapipe.py::TestIterDataPipeSingletonConstraint::test_iterdatapipe_singleton_generator, test/test_datapipe.py::TestIterDataPipeSingletonConstraint::test_iterdatapipe_singleton_new_object, test/test_datapipe.py::TestIterDataPipeSingletonConstraint::test_iterdatapipe_singleton_self_next, test/test_datapipe.py::TestIterDataPipeCountSampleYielded::test_iterdatapipe_sample_yielded_generator_function, test/test_datapipe.py::TestIterDataPipeCountSampleYielded::test_iterdatapipe_sample_yielded_generator_function_exception, test/test_datapipe.py::TestIterDataPipeCountSampleYielded::test_iterdatapipe_sample_yielded_next, test/test_datapipe.py::TestIterDataPipeCountSampleYielded::test_iterdatapipe_sample_yielded_next_exception, test/test_datapipe.py::TestIterDataPipeCountSampleYielded::test_iterdatapipe_sample_yielded_return_self, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_custom_non_generator, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_custom_self_next, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_graph, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_graph_repeated, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_graph_with_serialization 2024-12-18T01:38:23.0209440Z 2024-12-18T01:38:27.7649841Z Running torch_np/numpy_tests/fft/test_pocketfft 1/1 ... [2024-12-18 01:38:27.764432] 2024-12-18T01:38:27.7650516Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:38:27.7652145Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/fft/test_pocketfft.py', '-m', 'not serial', '--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 01:38:27.764877] 2024-12-18T01:38:33.2033510Z 2024-12-18T01:38:33.2036947Z torch_np/numpy_tests/fft/test_pocketfft 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.fft.test_pocketfft_1.1_dad75f5739cba05b_.log 2024-12-18T01:38:33.2076930Z Running 79 items in this shard: test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTShift::test_fft_n, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_all_1d_norm_preserving, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_axes_op0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_axes_op1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_axes_op2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_axes_op3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_dtypes_dtype0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_dtypes_dtype1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_dtypes_dtype2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fftn, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_hfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_identity, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft_norm0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft_norm_backward, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft_norm_forward, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft_norm_ortho, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifftn, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ihfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_irfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_irfft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_irfftn, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_rfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_rfft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_rfftn, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTThreadSafe::test_fft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTThreadSafe::test_ifft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTThreadSafe::test_irfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTThreadSafe::test_rfft 2024-12-18T01:38:33.2131718Z 2024-12-18T01:38:37.9870235Z Running torch_np/test_ndarray_methods 1/1 ... [2024-12-18 01:38:37.986499] 2024-12-18T01:38:37.9870879Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:38:37.9873147Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_ndarray_methods.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:38:37.987020] 2024-12-18T01:38:44.0343187Z 2024-12-18T01:38:44.0344472Z torch_np/test_ndarray_methods 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_ndarray_methods_1.1_407c0581244e177b_.log 2024-12-18T01:38:44.0507014Z Running 342 items in this shard: test/torch_np/test_ndarray_methods.py::TestIndexing::test_indexing_simple, test/torch_np/test_ndarray_methods.py::TestIndexing::test_setitem, test/torch_np/test_ndarray_methods.py::TestReshape::test_reshape_function, test/torch_np/test_ndarray_methods.py::TestReshape::test_reshape_method, test/torch_np/test_ndarray_methods.py::TestTranspose::test_transpose_function, test/torch_np/test_ndarray_methods.py::TestTranspose::test_transpose_method, test/torch_np/test_ndarray_methods.py::TestRavel::test_ravel_function, test/torch_np/test_ndarray_methods.py::TestRavel::test_ravel_method, test/torch_np/test_ndarray_methods.py::TestNonzero::test_array_method, 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test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size77_axis77_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size77_axis77_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size7_axis_1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size7_axis_1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size8_axis8_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size8_axis8_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size9_axis_-2_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size9_axis_-2_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_vs_ndarray_arr_method_argmax_np_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_vs_ndarray_arr_method_argmin_np_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_vs_ndarray_positional_arr_method_argmax_np_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_vs_ndarray_positional_arr_method_argmin_np_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_output_shape_method_argmax, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_output_shape_method_argmin, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_ret_is_out_ndim_0_method_argmax, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_ret_is_out_ndim_0_method_argmin, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_ret_is_out_ndim_1_method_argmax, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_ret_is_out_ndim_1_method_argmin, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data0, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data1, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data10, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data11, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data12, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data13, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data14, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data15, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data16, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data17, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data18, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data19, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data2, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data20, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data21, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data22, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data23, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data24, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data25, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data26, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data27, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data28, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data29, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data3, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data30, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data31, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data32, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data33, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data34, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data35, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data36, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data37, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data38, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data39, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data4, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data40, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data41, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data42, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data43, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data44, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data45, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data46, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data47, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data48, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data49, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data5, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data50, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data51, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data52, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data53, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data54, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data55, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data56, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data57, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data58, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data59, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data6, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data60, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data61, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data62, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data63, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data64, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data65, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data66, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data67, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data68, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data69, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data7, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data70, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data71, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data72, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data73, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data8, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data9, test/torch_np/test_ndarray_methods.py::TestArgmax::test_maximum_signed_integers, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data0, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data1, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data10, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data11, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data12, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data13, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data14, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data15, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data16, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data17, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data18, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data19, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data2, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data20, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data21, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data22, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data23, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data24, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data25, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data26, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data27, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data28, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data29, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data3, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data30, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data31, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data32, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data33, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data34, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data35, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data36, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data37, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data38, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data39, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data4, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data40, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data41, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data42, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data43, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data44, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data45, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data46, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data47, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data48, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data49, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data5, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data50, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data51, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data52, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data53, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data54, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data55, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data56, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data57, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data58, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data59, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data6, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data60, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data61, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data62, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data63, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data64, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data65, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data66, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data67, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data68, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data69, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data7, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data70, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data71, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data72, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data73, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data8, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data9, test/torch_np/test_ndarray_methods.py::TestArgmin::test_minimum_signed_integers, test/torch_np/test_ndarray_methods.py::TestAmax::test_basic, test/torch_np/test_ndarray_methods.py::TestAmin::test_basic, test/torch_np/test_ndarray_methods.py::TestContains::test_contains, test/torch_np/test_ndarray_methods.py::TestNoExtraMethods::test_extra_methods_name_fn, test/torch_np/test_ndarray_methods.py::TestNoExtraMethods::test_extra_methods_name_ivar, test/torch_np/test_ndarray_methods.py::TestNoExtraMethods::test_extra_methods_name_method, test/torch_np/test_ndarray_methods.py::TestNoExtraMethods::test_extra_methods_name_name, test/torch_np/test_ndarray_methods.py::TestNoExtraMethods::test_extra_methods_name_plain, test/torch_np/test_ndarray_methods.py::TestNoExtraMethods::test_extra_methods_name_rvar, test/torch_np/test_ndarray_methods.py::TestIter::test_iter_1d, test/torch_np/test_ndarray_methods.py::TestIter::test_iter_2d 2024-12-18T01:38:44.0666433Z 2024-12-18T01:38:48.7409384Z Running torch_np/numpy_tests/lib/test_twodim_base 1/1 ... [2024-12-18 01:38:48.740333] 2024-12-18T01:38:48.7410224Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:38:48.7413718Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_twodim_base.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:38:48.740960] 2024-12-18T01:38:54.1289105Z 2024-12-18T01:38:54.1290455Z torch_np/numpy_tests/lib/test_twodim_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_twodim_base_1.1_80adb0c8b5d2c53a_.log 2024-12-18T01:38:54.1304786Z Running 34 items in this shard: test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_2d, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_bool, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_diag, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_diag2d, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_eye_bounds, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_order, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_diag_bounds, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_failure, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_fortran_order, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_matrix, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_vector, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestFliplr::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestFlipud::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_all_outliers, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_asym, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_bad_length_x_len_10_y_len_11, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_bad_length_x_len_20_y_len_19, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_binparameter_combination, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_density, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_empty, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_simple, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_dtype, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_mask_indices, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_indices, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_dtype, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_ndim2, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_ndim3, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_with_inf, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTriuIndices::test_triu_indices, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTrilIndicesFrom::test_exceptions, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTriuIndicesFrom::test_exceptions, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestVander::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestVander::test_dtypes 2024-12-18T01:38:54.1317918Z 2024-12-18T01:38:58.7590306Z Running torch_np/numpy_tests/core/test_dlpack 1/1 ... [2024-12-18 01:38:58.758482] 2024-12-18T01:38:58.7590843Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:38:58.7592090Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_dlpack.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:38:58.758855] 2024-12-18T01:39:03.7018573Z 2024-12-18T01:39:03.7019732Z torch_np/numpy_tests/core/test_dlpack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_dlpack_1.1_6629fde70d0ce00b_.log 2024-12-18T01:39:03.7042582Z Running 53 items in this shard: test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dlpack_destructor_exception, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dlpack_device, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype0, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype1, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype2, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype3, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype4, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype5, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype6, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype7, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype8, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype9, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dunder_dlpack_refcount, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dunder_dlpack_stream, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_from_dlpack_refcount, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_from_torch, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_0, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_1, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_10, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_11, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_12, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_13, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_14, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_15, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_16, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_17, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_18, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_19, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_2, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_20, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_21, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_22, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_23, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_24, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_25, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_26, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_27, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_28, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_29, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_3, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_30, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_31, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_32, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_4, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_5, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_6, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_7, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_8, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_9, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_ndim0, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_non_contiguous, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_readonly, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_to_torch 2024-12-18T01:39:03.7069056Z 2024-12-18T01:39:08.3276518Z Running torch_np/numpy_tests/lib/test_index_tricks 1/1 ... [2024-12-18 01:39:08.327041] 2024-12-18T01:39:08.3277177Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:39:08.3284953Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_index_tricks.py', '-m', 'not serial', '--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 01:39:08.328027] 2024-12-18T01:39:13.8205441Z 2024-12-18T01:39:13.8206898Z torch_np/numpy_tests/lib/test_index_tricks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_index_tricks_1.1_b226f7d006f1b370_.log 2024-12-18T01:39:13.8241720Z Running 47 items in this shard: test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_0d, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_basic, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_big_indices, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_clipmodes, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_dtypes, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_array_ravel_mode_clip, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_array_ravel_mode_raise, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_array_ravel_mode_wrap, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_array_unravel, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_indices, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_writeability, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_accepts_longdouble, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_accepts_npcomplexfloating, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_accepts_npfloating, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_basic, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_linspace_equivalence, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_mgrid_size_none_handling_start0_stop_10_step0_expected0, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_mgrid_size_none_handling_start_-10_stop_20_step1_expected1, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_nd, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_sparse, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_0d, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_1d, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_2d, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_complex_step, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_mixed_type, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_more_mixed_type, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestNdenumerate::test_basic, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIndexExpression::test_regression_1, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIndexExpression::test_simple_1, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_1d_only, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_bool, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_regression_1, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_repeated_input, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_shape_and_dtype, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestC::test_c_, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_basic, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_hetero_shape_handling, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_low_dim_handling, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_operate_4d_array, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_tall_matrix, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_tall_matrix_wrap, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_wide_matrix, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestDiagIndices::test_diag_indices, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestDiagIndicesFrom::test_diag_indices_from, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestDiagIndicesFrom::test_error_shape_mismatch, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestDiagIndicesFrom::test_error_small_input, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestNdIndex::test_ndindex 2024-12-18T01:39:13.8261068Z 2024-12-18T01:39:18.5479487Z Running nn/test_module_hooks 1/1 ... [2024-12-18 01:39:18.547516] 2024-12-18T01:39:18.5480068Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:39:18.5485025Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_module_hooks.py', '-m', 'not serial', '--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 01:39:18.548100] 2024-12-18T01:39:23.8521977Z 2024-12-18T01:39:23.8522948Z nn/test_module_hooks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_module_hooks_1.1_c55214799d005aef_.log 2024-12-18T01:39:23.8546821Z Running 53 items in this shard: test/nn/test_module_hooks.py::TestModuleHooks::test_always_called_forward_hooks, test/nn/test_module_hooks.py::TestModuleHooks::test_bw_hook_warning_for_non_tensor_or_tuple, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_pre_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_pre_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_pre_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_pre_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_kwarg_hooks, test/nn/test_module_hooks.py::TestModuleHooks::test_mixed_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_mixed_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_remove_kwarg_hooks, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_module_pre_hook_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_module_pre_hook_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_backward_compatibility_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_backward_compatibility_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_pre_hook_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_pre_hook_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_no_extra_ref_to_module, test/nn/test_module_hooks.py::TestStateDictHooks::test_pickled_hook, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_post_hook_private_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_post_hook_private_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_pre_hook, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_pre_hook_backward_compat, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_pre_hook_lazy_module, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_global_and_local_hooks_order, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_backward_global_hook_writeable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_forward_forward_hook_removable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_forward_preforward_hook_removable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_forward_preforward_hook_writeable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_hook_invalid_outputs, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_hooks, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_hooks_with_kwargs, test/nn/test_module_hooks.py::TestModuleHookNN::test_backward_hooks_interaction, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_backward_size, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_backward_writeable, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_buffer_registration, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_cpp, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_extra_input, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_forward_preforward_writable, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_inplace, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_invalid_outputs, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_last_arg_requires_grad, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_no_requires_grad, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_non_full_warning, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_parameter_registration, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_requires_grad, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_submodule_registration, test/nn/test_module_hooks.py::TestModuleHookNN::test_hooks 2024-12-18T01:39:23.8569038Z 2024-12-18T01:39:28.4639270Z Running test_function_schema 1/1 ... [2024-12-18 01:39:28.463352] 2024-12-18T01:39:28.4639920Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:39:28.4641724Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_function_schema.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:39:28.463764] 2024-12-18T01:39:33.4282448Z 2024-12-18T01:39:33.4283641Z test_function_schema 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_function_schema_1.1_df00b1f20b1901eb_.log 2024-12-18T01:39:33.4291116Z Running 15 items in this shard: test/test_function_schema.py::TestFunctionSchema::test_backward_compatible_arguments, test/test_function_schema.py::TestFunctionSchema::test_backward_compatible_outputs, test/test_function_schema.py::TestFunctionSchema::test_backward_compatible_structure, test/test_function_schema.py::TestFunctionSchema::test_backward_compatible_with_smart_serialization, test/test_function_schema.py::TestFunctionSchema::test_forward_compatible_arguments_real_use_case, test/test_function_schema.py::TestFunctionSchema::test_forward_compatible_arguments_with_out, test/test_function_schema.py::TestFunctionSchema::test_forward_compatible_arguments_without_out, test/test_function_schema.py::TestFunctionSchema::test_hash_schema, test/test_function_schema.py::TestFunctionSchema::test_out_schema, test/test_function_schema.py::TestFunctionSchema::test_schema_error, test/test_function_schema.py::TestFunctionSchema::test_serialize_and_deserialize, test/test_function_schema.py::TestFunctionSchema::test_string_optional_parameter_default_value, test/test_function_schema.py::TestFunctionSchema::test_sym_int_argument_properly_parsed, test/test_function_schema.py::TestFunctionSchema::test_tensor_list_alias_annotation_properly_parsed, test/test_function_schema.py::TestFunctionSchema::test_tensor_option_arguments_properly_parsed 2024-12-18T01:39:33.4297832Z 2024-12-18T01:39:38.0413346Z Running torch_np/numpy_tests/fft/test_helper 1/1 ... [2024-12-18 01:39:38.040812] 2024-12-18T01:39:38.0413979Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:39:38.0416911Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/fft/test_helper.py', '-m', 'not serial', '--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 01:39:38.041286] 2024-12-18T01:39:43.1099821Z 2024-12-18T01:39:43.1101214Z torch_np/numpy_tests/fft/test_helper 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.fft.test_helper_1.1_fef2ea92dfb097d4_.log 2024-12-18T01:39:43.1106472Z Running 8 items in this shard: test/torch_np/numpy_tests/fft/test_helper.py::TestFFTShift::test_axes_keyword, test/torch_np/numpy_tests/fft/test_helper.py::TestFFTShift::test_definition, test/torch_np/numpy_tests/fft/test_helper.py::TestFFTShift::test_equal_to_original, test/torch_np/numpy_tests/fft/test_helper.py::TestFFTShift::test_inverse, test/torch_np/numpy_tests/fft/test_helper.py::TestFFTShift::test_uneven_dims, test/torch_np/numpy_tests/fft/test_helper.py::TestFFTFreq::test_definition, test/torch_np/numpy_tests/fft/test_helper.py::TestRFFTFreq::test_definition, test/torch_np/numpy_tests/fft/test_helper.py::TestIRFFTN::test_not_last_axis_success 2024-12-18T01:39:43.1109796Z 2024-12-18T01:39:47.7110000Z Running torch_np/numpy_tests/core/test_scalar_methods 1/1 ... [2024-12-18 01:39:47.710545] 2024-12-18T01:39:47.7110658Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:39:47.7114976Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_methods.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:39:47.711093] 2024-12-18T01:39:52.7021273Z 2024-12-18T01:39:52.7022881Z torch_np/numpy_tests/core/test_scalar_methods 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_methods_1.1_240c9083e0e0df77_.log 2024-12-18T01:39:52.7062928Z Running 80 items in this shard: test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_against_known_values, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_errors_ftype0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_errors_ftype1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_errors_ftype2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_roundtrip_ftype0_frac_vals0_exp_vals0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_roundtrip_ftype1_frac_vals1_exp_vals1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_roundtrip_ftype2_frac_vals2_exp_vals2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_simple_fractions_ftype0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_simple_fractions_ftype1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_simple_fractions_ftype2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_-0_875_ratio1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_0_0_ratio2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_0_875_ratio0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_11_5_ratio3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_-0_875_ratio1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_0_0_ratio2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_0_875_ratio0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_11_5_ratio3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_-0_875_ratio1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_0_0_ratio2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_0_875_ratio0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_11_5_ratio3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_b, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_h, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_i, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_l, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_inf_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_inf_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_inf_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_nan_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_nan_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_nan_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_B, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_b, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_h, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_i, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_l, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls4, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls5, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_non_numeric_cls0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_?, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_B, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_D, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_F, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_b, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_h, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_i, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_l, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_scalar, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetitemMisc::test_class_getitem_38_cls0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetitemMisc::test_class_getitem_38_cls1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetitemMisc::test_class_getitem_38_cls2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_bit_count, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype4, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype5, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype6, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype7 2024-12-18T01:39:52.7101251Z 2024-12-18T01:39:57.5387109Z Running test_schema_check 1/1 ... [2024-12-18 01:39:57.538206] 2024-12-18T01:39:57.5387656Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:39:57.5389599Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_schema_check.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:39:57.538638] 2024-12-18T01:40:20.3804639Z 2024-12-18T01:40:20.3808332Z test_schema_check 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_schema_check_1.1_b6dd51f5fd6e3f9f_.log 2024-12-18T01:40:20.7217160Z Running 5969 items in this shard: test/test_schema_check.py::TestSchemaCheck::test_alias_check_fail_custom_ops_output_is_input, test/test_schema_check.py::TestSchemaCheck::test_alias_check_fail_custom_ops_secretly_aliasing, test/test_schema_check.py::TestSchemaCheck::test_alias_check_fail_custom_ops_secretly_mutating, test/test_schema_check.py::TestSchemaCheck::test_alias_check_fail_multiple_operators, test/test_schema_check.py::TestSchemaCheck::test_alias_check_fail_multiple_operators_centered, test/test_schema_check.py::TestSchemaCheck::test_alias_check_fail_outputs_unexpectedly_aliasing, test/test_schema_check.py::TestSchemaCheck::test_alias_check_fail_simple, test/test_schema_check.py::TestSchemaCheck::test_is_alias_of_basic, test/test_schema_check.py::TestSchemaCheck::test_is_alias_of_empty_container, test/test_schema_check.py::TestSchemaCheck::test_mutation_check_fail, test/test_schema_check.py::TestSchemaCheck::test_mutation_check_fail_multiple_operators, test/test_schema_check.py::TestSchemaCheck::test_overlaps_basic, test/test_schema_check.py::TestSchemaCheck::test_overlaps_empty_container, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_empty_list_input, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_aliasing_inputs, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_default_replaced, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_device_input, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_kwarg_tensor, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_list_input, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_mutable_inputs, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_nested_training_op, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_training_op, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_wildcard_after, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_with_multiple_outputs, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_functionality_with_multiple_outputs_aliasing, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_mutated_aliasing_aliasing_inputs, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_mutated_aliasing_aliasing_outputs, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_mutated_aliasing_as_strided, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_mutated_aliasing_multiple_outputs, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_mutated_aliasing_mutation, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_mutated_aliasing_none, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_mutated_aliasing_resize_, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_operator_order, test/test_schema_check.py::TestSchemaCheck::test_schema_check_mode_operator_order_without_grad, test/test_schema_check.py::TestSchemaCheck::test_schema_info_bind_basic, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_H_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_H_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_H_cuda_complex128, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_put_accumulate_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_put_accumulate_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_put_accumulate_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_put_accumulate_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_put_accumulate_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_put_accumulate_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_put_accumulate_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_put_accumulate_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_put_accumulate_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_put_accumulate_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness__unsafe_masked_index_put_accumulate_cuda_int8, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_bitwise_left_shift_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_bitwise_left_shift_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_bitwise_left_shift_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_bitwise_not_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_bitwise_not_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_bitwise_not_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_bitwise_not_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_bitwise_not_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_bitwise_not_cuda_uint8, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_broadcast_to_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_broadcast_to_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_broadcast_to_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_bucketize_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_bucketize_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_bucketize_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_bucketize_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_bucketize_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_bucketize_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_bucketize_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_bucketize_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_bucketize_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_byte_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_byte_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_byte_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_byte_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_byte_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_byte_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_byte_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_byte_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_byte_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_byte_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_byte_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_byte_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cartesian_prod_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cartesian_prod_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cartesian_prod_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cartesian_prod_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cartesian_prod_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cartesian_prod_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cartesian_prod_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cartesian_prod_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cartesian_prod_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cartesian_prod_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cartesian_prod_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cartesian_prod_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cat_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cat_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cat_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cat_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cat_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cat_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cat_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cat_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cat_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cat_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cat_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cat_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cat_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cauchy_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cauchy_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cauchy_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cauchy_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cdist_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cdist_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cdouble_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cdouble_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cdouble_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cdouble_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cdouble_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cdouble_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cdouble_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cdouble_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cdouble_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cdouble_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cdouble_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cdouble_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cdouble_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ceil_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ceil_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ceil_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ceil_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ceil_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ceil_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ceil_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ceil_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ceil_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cfloat_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cfloat_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cfloat_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cfloat_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cfloat_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cfloat_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cfloat_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cfloat_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cfloat_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cfloat_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cfloat_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cfloat_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_cfloat_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_chalf_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_chalf_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_chalf_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_chalf_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_chalf_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_chalf_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_chalf_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_chalf_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_chalf_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_chalf_cuda_int32, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_hfftn_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_hfftn_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_hfftn_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_hfftn_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_hfftn_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_hfftn_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft2_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft2_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft2_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft2_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft2_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft2_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft2_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft2_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft2_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft2_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft2_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft2_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifft_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifftn_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifftn_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifftn_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifftn_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifftn_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifftn_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifftn_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifftn_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifftn_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifftn_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifftn_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifftn_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifftshift_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifftshift_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifftshift_cuda_complex128, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ifftshift_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ihfft2_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ihfft2_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ihfft2_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ihfft2_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ihfft2_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ihfft2_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ihfft2_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_ihfft2_cuda_int8, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fft_rfftn_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fill_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fill_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fill_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fill_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fill_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fill_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fill_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fill_cuda_float64, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flatten_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flatten_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flatten_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flatten_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flatten_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flatten_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flatten_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flatten_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flatten_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flip_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flip_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flip_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flip_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flip_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flip_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flip_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flip_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flip_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flip_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flip_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flip_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fliplr_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fliplr_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fliplr_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fliplr_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fliplr_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fliplr_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fliplr_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fliplr_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fliplr_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fliplr_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fliplr_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_fliplr_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flipud_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flipud_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flipud_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flipud_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flipud_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flipud_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flipud_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flipud_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flipud_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flipud_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flipud_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_flipud_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_power_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_power_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_power_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_power_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_power_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_power_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_power_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_power_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_power_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_power_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_power_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_float_power_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_floor_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_floor_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_floor_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_floor_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_floor_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_floor_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_floor_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_floor_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_floor_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_floor_divide_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_floor_divide_cuda_float16, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_linalg_det_singular_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_linalg_diagonal_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_linalg_diagonal_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_linalg_diagonal_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_linalg_diagonal_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_linalg_diagonal_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_linalg_diagonal_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_linalg_diagonal_cuda_float32, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_sum_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_sum_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_sum_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_sum_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_sum_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_sum_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_sum_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_sum_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_sum_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_sum_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_var_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_var_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_var_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_var_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_var_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_var_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_var_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_var_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_var_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_var_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_masked_var_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_matmul_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_matmul_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_matmul_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_matmul_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_matmul_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_matmul_cuda_float64, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_max_binary_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_max_binary_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_max_binary_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_max_binary_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_max_binary_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_max_binary_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_max_binary_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_max_pool2d_with_indices_backward_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_max_pool2d_with_indices_backward_cuda_float16, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_max_reduction_with_dim_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_max_reduction_with_dim_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_max_reduction_with_dim_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_max_reduction_with_dim_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_max_reduction_with_dim_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_max_reduction_with_dim_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_maximum_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_maximum_cuda_bool, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mean_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mean_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mean_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mean_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mean_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_median_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_median_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_median_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_median_cuda_float64, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_list_of_tensors_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_meshgrid_variadic_tensors_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_binary_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_no_dim_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_with_dim_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_with_dim_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_with_dim_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_with_dim_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_with_dim_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_with_dim_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_with_dim_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_with_dim_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_with_dim_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_min_reduction_with_dim_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_minimum_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_minimum_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_minimum_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_minimum_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_minimum_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_minimum_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_minimum_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_minimum_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_minimum_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_minimum_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mm_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mm_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mm_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mm_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mm_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mm_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mode_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_movedim_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_msort_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mul_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mul_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mul_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mul_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mul_cuda_complex64, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_multinomial_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_multinomial_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_multinomial_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mv_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mv_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mv_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mv_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mv_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_mv_cuda_float64, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanmean_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanmean_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanmedian_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanmedian_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanmedian_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanmedian_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanmedian_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanmedian_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanmedian_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanmedian_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanmedian_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanquantile_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nanquantile_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nansum_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nansum_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nansum_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nansum_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nansum_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nansum_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nansum_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nansum_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nansum_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nansum_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nansum_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nansum_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_nansum_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_copy_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_narrow_cuda_float16, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_native_batch_norm_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_native_batch_norm_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_native_dropout_backward_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_native_dropout_backward_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_native_dropout_backward_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_native_dropout_backward_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_native_layer_norm_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_native_layer_norm_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_native_layer_norm_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_native_layer_norm_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ne_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ne_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ne_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ne_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ne_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ne_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ne_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ne_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ne_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ne_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ne_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_ne_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_neg_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_neg_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_neg_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_neg_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_neg_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_neg_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_neg_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_neg_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_neg_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_neg_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_neg_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_neg_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_empty_strided_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_full_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_new_full_cuda_bool, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_scatter_reduce_sum_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_scatter_reduce_sum_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_scatter_reduce_sum_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_scatter_reduce_sum_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_scatter_reduce_sum_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_scatter_reduce_sum_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_scatter_reduce_sum_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_searchsorted_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_searchsorted_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_searchsorted_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_searchsorted_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_searchsorted_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_searchsorted_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_searchsorted_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_searchsorted_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_searchsorted_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_scatter_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_scatter_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_scatter_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_scatter_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_scatter_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_scatter_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_scatter_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_scatter_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_scatter_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_select_scatter_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sgn_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sgn_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sgn_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sgn_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sgn_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sgn_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sgn_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sgn_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sgn_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sgn_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sgn_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sgn_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sgn_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_short_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_short_cuda_bool, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_short_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sigmoid_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sigmoid_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sigmoid_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sigmoid_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sigmoid_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sigmoid_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sigmoid_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sigmoid_cuda_float64, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_slice_scatter_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_slice_scatter_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_slice_scatter_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_slice_scatter_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_slice_scatter_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_slice_scatter_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_slice_scatter_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_slice_scatter_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_slice_scatter_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_slice_scatter_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_softmax_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_softmax_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_softmax_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_softmax_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_softmax_with_dtype_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_softmax_with_dtype_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_softmax_with_dtype_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_softmax_with_dtype_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_softmax_with_dtype_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_softmax_with_dtype_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_softmax_with_dtype_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_softmax_with_dtype_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_softmax_with_dtype_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_softmax_with_dtype_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_softmax_with_dtype_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_softmax_with_dtype_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sort_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sort_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sort_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sort_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sort_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sort_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sort_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sort_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sort_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sort_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sparse_mm_reduce_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sparse_mm_reduce_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sparse_mm_reduce_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sparse_mm_reduce_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sparse_sampled_addmm_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sparse_sampled_addmm_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sparse_sampled_addmm_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_sparse_sampled_addmm_cuda_float64, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_special_bessel_j0_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_special_bessel_j0_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_special_bessel_j0_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_special_bessel_j0_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_special_bessel_j0_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_special_bessel_j0_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_special_bessel_j0_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_special_bessel_j1_cuda_bool, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_special_bessel_y0_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_special_bessel_y0_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_special_bessel_y0_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_special_bessel_y0_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_special_bessel_y0_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_special_bessel_y0_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_special_bessel_y0_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_special_bessel_y1_cuda_bool, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_topk_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_topk_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_topk_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_topk_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_topk_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_topk_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_topk_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_topk_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch__scaled_mm_cuda_float8_e4m3fn, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__efficient_attention_forward_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__efficient_attention_forward_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__flash_attention_forward_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__flash_attention_forward_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_torch_ops_aten__safe_softmax_default_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trace_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_copy_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_transpose_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapezoid_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapezoid_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapezoid_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapezoid_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapezoid_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapezoid_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapezoid_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapezoid_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapezoid_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapezoid_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapezoid_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapz_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapz_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapz_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapz_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapz_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapz_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapz_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapz_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapz_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapz_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trapz_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_triangular_solve_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_triangular_solve_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_triangular_solve_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_triangular_solve_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tril_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tril_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tril_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tril_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tril_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tril_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tril_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tril_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tril_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tril_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tril_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tril_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tril_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tril_indices_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_tril_indices_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_triu_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_triu_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_triu_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_triu_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_triu_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_triu_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_triu_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_triu_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_triu_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_triu_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_triu_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_triu_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_triu_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_triu_indices_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_triu_indices_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_true_divide_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_true_divide_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_true_divide_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_true_divide_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_true_divide_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_true_divide_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_true_divide_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_true_divide_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_true_divide_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_true_divide_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_true_divide_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_true_divide_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_true_divide_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trunc_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trunc_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trunc_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trunc_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trunc_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trunc_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trunc_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trunc_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_trunc_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unbind_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unbind_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unbind_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unbind_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unbind_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unbind_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unbind_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unbind_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unbind_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unbind_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unbind_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unbind_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unbind_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unflatten_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unflatten_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unflatten_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unflatten_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unflatten_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unflatten_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unflatten_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unflatten_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unflatten_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unflatten_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unflatten_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unflatten_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unflatten_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_copy_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_copy_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_copy_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_copy_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_copy_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_copy_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_copy_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_copy_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_copy_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_copy_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_copy_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_copy_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_copy_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unfold_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_uniform_cuda_bfloat16, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unique_consecutive_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unique_consecutive_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unique_consecutive_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unique_consecutive_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unique_consecutive_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unique_consecutive_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unique_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unique_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_unique_cuda_float16, 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test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_xlogy_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zero__cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_cuda_uint8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_bfloat16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_bool, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_complex128, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_complex32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_complex64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_float16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_float32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_float64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_int16, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_int32, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_int64, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_int8, test/test_schema_check.py::TestSchemaCheckModeOpInfoCUDA::test_schema_correctness_zeros_like_cuda_uint8 2024-12-18T01:40:21.0658228Z 2024-12-18T01:40:24.9625571Z Running test_unary_ufuncs 1/1 ... [2024-12-18 01:40:24.962050] 2024-12-18T01:40:24.9626546Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:40:24.9629574Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_unary_ufuncs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:40:24.962569] 2024-12-18T01:40:59.0264868Z 2024-12-18T01:40:59.0265964Z test_xnnpack_integration 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_xnnpack_integration_1.1_4f0dd4d99d49735f_.log 2024-12-18T01:40:59.0271402Z Running 12 items in this shard: test/test_xnnpack_integration.py::TestXNNPACKOps::test_conv2d, test/test_xnnpack_integration.py::TestXNNPACKOps::test_conv2d_transpose, test/test_xnnpack_integration.py::TestXNNPACKOps::test_linear, test/test_xnnpack_integration.py::TestXNNPACKOps::test_linear_1d_input, test/test_xnnpack_integration.py::TestXNNPACKSerDes::test_combined_model, test/test_xnnpack_integration.py::TestXNNPACKSerDes::test_conv2d, test/test_xnnpack_integration.py::TestXNNPACKSerDes::test_conv2d_transpose, test/test_xnnpack_integration.py::TestXNNPACKSerDes::test_linear, test/test_xnnpack_integration.py::TestXNNPACKRewritePass::test_decomposed_linear, test/test_xnnpack_integration.py::TestXNNPACKRewritePass::test_linear, test/test_xnnpack_integration.py::TestXNNPACKConv1dTransformPass::test_conv1d_basic, test/test_xnnpack_integration.py::TestXNNPACKConv1dTransformPass::test_conv1d_with_relu_fc 2024-12-18T01:40:59.0275890Z 2024-12-18T01:41:03.2840047Z Running torch_np/numpy_tests/lib/test_arraypad 1/1 ... [2024-12-18 01:41:03.283375] 2024-12-18T01:41:03.2841155Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:41:03.2843035Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraypad.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:41:03.283766] 2024-12-18T01:41:07.8076338Z 2024-12-18T01:41:07.8078070Z torch_np/numpy_tests/lib/test_arraypad 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraypad_1.1_2c1a2d180d2198ff_.log 2024-12-18T01:41:07.8082626Z Running 9 items in this shard: test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_float, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_float2, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_float3, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_odd_pad_amount, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_pad_2d, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_zeros, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_large_integers, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_pad_empty_dimension 2024-12-18T01:41:07.8086327Z 2024-12-18T01:41:11.9983384Z Running torch_np/test_scalars_0D_arrays 1/1 ... [2024-12-18 01:41:11.997832] 2024-12-18T01:41:11.9984112Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:41:11.9986320Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_scalars_0D_arrays.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:41:11.998220] 2024-12-18T01:41:16.5220868Z 2024-12-18T01:41:16.5222132Z torch_np/test_scalars_0D_arrays 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_scalars_0D_arrays_1.1_1b5026bb7d9e370d_.log 2024-12-18T01:41:16.5236326Z Running 33 items in this shard: test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_array, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_asarray, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_asarray_int, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_int64, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_array, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_asarray, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_asarray_int, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_int64, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_array, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_asarray, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_asarray_int, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_int64, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_scalar_comparisons, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value0, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value1, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value10, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value11, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value4, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value5, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value6, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value7, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value8, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value9, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value_s, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value_string, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_array_0D, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_array_1D, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_array_2D, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_float32, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_int, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_list, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_list-list, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_literal 2024-12-18T01:41:16.5248203Z 2024-12-18T01:41:20.7135159Z Running test_jit_autocast 1/1 ... [2024-12-18 01:41:20.713006] 2024-12-18T01:41:20.7135614Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:41:20.7138360Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit_autocast.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:41:20.713438] 2024-12-18T01:41:26.6391258Z 2024-12-18T01:41:26.6392129Z test_jit_autocast 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_autocast_1.1_2d8dc7eb968c3dbb_.log 2024-12-18T01:41:26.6408846Z Running 54 items in this shard: test/test_jit_autocast.py::TestAutocast::test_autocast_api, test/test_jit_autocast.py::TestAutocast::test_autocast_api_not_supported, test/test_jit_autocast.py::TestAutocast::test_autocast_autodiff, test/test_jit_autocast.py::TestAutocast::test_autocast_decorator, test/test_jit_autocast.py::TestAutocast::test_autocast_decorator_outside_jit, test/test_jit_autocast.py::TestAutocast::test_autocast_mixed_dtypes, test/test_jit_autocast.py::TestAutocast::test_callees, test/test_jit_autocast.py::TestAutocast::test_callees_with_autocast_off, test/test_jit_autocast.py::TestAutocast::test_callees_with_autocast_on, test/test_jit_autocast.py::TestAutocast::test_conditional_autocast, test/test_jit_autocast.py::TestAutocast::test_control_flow, test/test_jit_autocast.py::TestAutocast::test_divergent_autocast, test/test_jit_autocast.py::TestAutocast::test_divergent_types, test/test_jit_autocast.py::TestAutocast::test_duplicate_inputs, test/test_jit_autocast.py::TestAutocast::test_eager_and_script, test/test_jit_autocast.py::TestAutocast::test_explicit_casts, test/test_jit_autocast.py::TestAutocast::test_fp32_policy, test/test_jit_autocast.py::TestAutocast::test_fp32_policy_with_fp64, test/test_jit_autocast.py::TestAutocast::test_fp32_set_opt_dtype_policy, test/test_jit_autocast.py::TestAutocast::test_fp32_set_opt_dtype_policy_fp64, test/test_jit_autocast.py::TestAutocast::test_ignore_amp, test/test_jit_autocast.py::TestAutocast::test_implicitly_nested_autocast, test/test_jit_autocast.py::TestAutocast::test_inplace, test/test_jit_autocast.py::TestAutocast::test_jit_autocast_softmax_cpu, test/test_jit_autocast.py::TestAutocast::test_jit_autocast_softmax_gpu, test/test_jit_autocast.py::TestAutocast::test_jit_call_method_under_autocast, test/test_jit_autocast.py::TestAutocast::test_jit_executor_under_autocast, test/test_jit_autocast.py::TestAutocast::test_jit_freeze_autocast_basic, test/test_jit_autocast.py::TestAutocast::test_jit_freeze_autocast_constants, test/test_jit_autocast.py::TestAutocast::test_jit_generic_autocast, test/test_jit_autocast.py::TestAutocast::test_linear_bf16, test/test_jit_autocast.py::TestAutocast::test_minimal, test/test_jit_autocast.py::TestAutocast::test_minimal_cpu, test/test_jit_autocast.py::TestAutocast::test_minimal_off, test/test_jit_autocast.py::TestAutocast::test_nested_autocast, test/test_jit_autocast.py::TestAutocast::test_promote_policy, test/test_jit_autocast.py::TestAutocast::test_promote_policy_fp64, test/test_jit_autocast.py::TestAutocast::test_reused_autocast, test/test_jit_autocast.py::TestAutocast::test_reused_autocast_expr, test/test_jit_autocast.py::TestAutocast::test_runtime_autocast_state, test/test_jit_autocast.py::TestAutocast::test_runtime_autocast_state_expr, test/test_jit_autocast.py::TestAutocast::test_script_and_tracing, test/test_jit_autocast.py::TestAutocast::test_script_and_tracing_with_autocast, test/test_jit_autocast.py::TestAutocast::test_script_module, test/test_jit_autocast.py::TestAutocast::test_tracing_and_script, test/test_jit_autocast.py::TestAutocast::test_tracing_with_autocast_and_script, test/test_jit_autocast.py::TestJitTraceAutocast::test_cat_promote, test/test_jit_autocast.py::TestJitTraceAutocast::test_generate_autocast_jit_trace_model, test/test_jit_autocast.py::TestJitTraceAutocast::test_nchw_autocast_jit_trace_model, test/test_jit_autocast.py::TestJitTraceAutocast::test_nhwc_autocast_jit_trace_model, test/test_jit_autocast.py::TestJitTraceAutocast::test_script_autocast_cpu, test/test_jit_autocast.py::TestJitTraceAutocast::test_script_autocast_cuda, test/test_jit_autocast.py::TestJitTraceAutocast::test_script_autocast_enable_and_check, test/test_jit_autocast.py::TestJitTraceAutocast::test_scripted_aliasing 2024-12-18T01:41:26.6424947Z 2024-12-18T01:41:30.8548943Z Running test_type_promotion 1/1 ... [2024-12-18 01:41:30.854359] 2024-12-18T01:41:30.8549494Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:41:30.8551580Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_type_promotion.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:41:30.854779] 2024-12-18T01:41:31.1798521Z 2024-12-18T01:41:31.1800033Z test_unary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_unary_ufuncs_1.1_97446ecc8552e3d2_.log 2024-12-18T01:41:32.3422742Z 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, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_uint8, 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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, 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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, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i0e_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_int8, 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, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_int32, 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, 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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, 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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, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_int32, 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, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_half_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_float16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_uint8, 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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, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_complex128, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_float64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_special_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_special_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_slow_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_assert_raises_cuda, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_edge_cases_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_edge_cases_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_edge_cases_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_backward_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_backward_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_backward_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardswish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardswish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardswish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_common_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_common_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_edge_cases_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_edge_cases_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_common_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_common_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_edge_cases_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_edge_cases_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_log1p_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_log1p_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_bfloat16_cuda, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_narrow_dtypes_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_narrow_dtypes_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acos_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j1_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_spherical_bessel_j0_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_imag_cuda_complex64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_complex128, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_float16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardshrink_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu_cuda_float16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_0_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_complex128, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_float64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_neg_3_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y1_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_bitwise_not_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_float16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_complex64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_floor_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isposinf_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_erfcx_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_complex128, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_complex64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_log_ndtr_vs_scipy_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_log_ndtr_vs_scipy_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_ndtr_vs_scipy_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_ndtr_vs_scipy_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_unary_out_op_mem_overlap_cuda_float64 2024-12-18T01:41:33.4187121Z 2024-12-18T01:41:35.4269724Z Running test_dataloader 1/2 ... [2024-12-18 01:41:35.426309] 2024-12-18T01:41:35.4270570Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:41:35.4272521Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_dataloader.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:41:35.426695] 2024-12-18T01:41:36.5306115Z 2024-12-18T01:41:36.5307567Z test_type_promotion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_promotion_1.1_017b3c54d784a60a_.log 2024-12-18T01:41:36.5494749Z Running 423 items in this shard: test/test_type_promotion.py::TestTypePromotionCUDA::test_add_wrapped_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_alpha_mismatch_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_alternate_result_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_bfloat16_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_booleans_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_can_cast_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_cat_different_dtypes_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_cat_out_different_dtypes_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_comparison_ops_with_type_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_complex_assertraises_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_complex_half_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_complex_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_complex_scalar_mult_tensor_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_computation_ignores_out_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_create_bool_tensors_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_float_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_from_issue_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_half_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_indexing_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_indexing_fail_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_inplace_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_int_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_int_to_float_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_lt_with_type_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_many_promotions_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_mixed_type_backward_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_non_promoting_ops_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex64_bool, 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test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_bfloat16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_bfloat16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_bfloat16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_tensor_vs_scalar_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_add_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_mul_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_sub_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_ternary_out_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_transpose_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unsigned_cuda 2024-12-18T01:41:36.5674531Z 2024-12-18T01:41:40.6939970Z Running torch_np/numpy_tests/core/test_scalar_ctors 1/1 ... [2024-12-18 01:41:40.693432] 2024-12-18T01:41:40.6940527Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:41:40.6942223Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_ctors.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:41:40.693824] 2024-12-18T01:41:40.7017299Z 2024-12-18T01:41:40.7018064Z test_dataloader 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_dataloader_1.2_a134aa772b2813ea_.log 2024-12-18T01:41:40.7052167Z Running 93 items in this shard: test/test_dataloader.py::TestDatasetRandomSplit::test_incomplete_fractional_splits, test/test_dataloader.py::TestDatasetRandomSplit::test_slicing_of_subset_of_subset, test/test_dataloader.py::TestDatasetRandomSplit::test_splits_are_mutually_exclusive, test/test_dataloader.py::TestDatasetRandomSplit::test_splits_indexing_type, test/test_dataloader.py::TestTensorDataset::test_getitem, test/test_dataloader.py::TestTensorDataset::test_len, test/test_dataloader.py::TestTensorDataset::test_many_tensors, test/test_dataloader.py::TestStackDataset::test_getitem, test/test_dataloader.py::TestStackDataset::test_getitems, test/test_dataloader.py::TestStackDataset::test_getitems_raises_index_error, test/test_dataloader.py::TestStackDataset::test_getitems_value_error, test/test_dataloader.py::TestStackDataset::test_mixed, test/test_dataloader.py::TestStackDataset::test_single, test/test_dataloader.py::TestStackDataset::test_size_mismatch, test/test_dataloader.py::TestConcatDataset::test_concat_two_non_singletons, test/test_dataloader.py::TestConcatDataset::test_concat_two_non_singletons_with_empty, test/test_dataloader.py::TestConcatDataset::test_iterable_dataset_err, test/test_dataloader.py::TestDataLoader::test_builtin_collection_conversion, test/test_dataloader.py::TestDataLoader::test_default_collate_bad_numpy_types, test/test_dataloader.py::TestDataLoader::test_default_collate_mapping_keep_type, test/test_dataloader.py::TestDataLoader::test_default_collate_sequence_dont_keep_type, test/test_dataloader.py::TestDataLoader::test_default_collate_sequence_keep_type, test/test_dataloader.py::TestDataLoader::test_default_collate_shared_tensor, test/test_dataloader.py::TestDataLoader::test_default_convert_sequence_dont_keep_type, test/test_dataloader.py::TestDataLoader::test_duplicating_data_with_drop_last, test/test_dataloader.py::TestDataLoader::test_error, test/test_dataloader.py::TestDataLoader::test_error_in_init, test/test_dataloader.py::TestDataLoader::test_excessive_thread_creation_warning, test/test_dataloader.py::TestDataLoader::test_fd_limit_exceeded, test/test_dataloader.py::TestDataLoader::test_get_worker_info, test/test_dataloader.py::TestDataLoader::test_invalid_assign_after_init, test/test_dataloader.py::TestDataLoader::test_iterable_style_dataset, test/test_dataloader.py::TestDataLoader::test_iterabledataset_len, test/test_dataloader.py::TestDataLoader::test_len, test/test_dataloader.py::TestDataLoader::test_multi_epochs_reproducibility, test/test_dataloader.py::TestDataLoader::test_multiprocessing_contexts, test/test_dataloader.py::TestDataLoader::test_multiprocessing_iterdatapipe_with_dill, test/test_dataloader.py::TestDataLoader::test_no_segfault, test/test_dataloader.py::TestDataLoader::test_numpy, test/test_dataloader.py::TestDataLoader::test_partial_workers, test/test_dataloader.py::TestDataLoader::test_random_sampler, test/test_dataloader.py::TestDataLoader::test_random_sampler_len_with_replacement, test/test_dataloader.py::TestDataLoader::test_random_sampler_len_without_replacement, test/test_dataloader.py::TestDataLoader::test_sampler, test/test_dataloader.py::TestDataLoader::test_sampler_reproducibility, test/test_dataloader.py::TestDataLoader::test_seqential_batch_workers, test/test_dataloader.py::TestDataLoader::test_seqential_batch_workers_prefetch, test/test_dataloader.py::TestDataLoader::test_shuffle, test/test_dataloader.py::TestDataLoader::test_shuffle_batch, test/test_dataloader.py::TestDataLoader::test_worker_init_fn, test/test_dataloader.py::TestDictDataLoader::test_pin_memory_with_only_device, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_batch_sampler, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_dataset_not_reset, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_bad_numpy_types, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_dtype, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_mapping_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_numpy_memmap, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_sequence_dont_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_sequence_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_convert_sequence_dont_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_convert_sequence_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_duplicating_data_with_drop_last, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_error, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_get_worker_info, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_invalid_ctor_args_combinations, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_iterable_style_dataset, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_iterabledataset_len, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_large_sampler_indices, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_multiprocessing_iterdatapipe, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_numpy_scalars, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_partial_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_random_sampler, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_segfault, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_seqential_batch_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_seqential_batch_workers_prefetch, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_sequential_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_batch_none, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_batch_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_batch_workers_prefetch, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_pin_memory, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_timeout, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_worker_init_fn, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_worker_seed_reproducibility, test/test_dataloader.py::TestNamedTupleDataLoader::test_dataloader_with_namedtuple, test/test_dataloader.py::TestCustomPinFn::test_custom_batch_pin, test/test_dataloader.py::TestConvAfterFork::test_conv_after_fork, test/test_dataloader.py::TestOutOfOrderDataLoader::test_in_order_index_ds, test/test_dataloader.py::TestOutOfOrderDataLoader::test_out_of_order_index_ds, test/test_dataloader.py::TestOutOfOrderDataLoader::test_out_of_order_iterable_ds, test/test_dataloader.py::TestDataLoaderDeviceTypeCUDA::test_nested_tensor_multiprocessing_context_fork_cuda, test/test_dataloader.py::TestDataLoaderDeviceTypeCUDA::test_nested_tensor_multiprocessing_context_spawn_cuda 2024-12-18T01:41:40.7085169Z 2024-12-18T01:41:44.9047172Z Running torch_np/test_reductions 1/1 ... [2024-12-18 01:41:44.904118] 2024-12-18T01:41:44.9047844Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:41:44.9049640Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_reductions.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:41:44.904527] 2024-12-18T01:41:45.6186756Z 2024-12-18T01:41:45.6188329Z torch_np/numpy_tests/core/test_scalar_ctors 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_ctors_1.1_c753ec29f2316ea9_.log 2024-12-18T01:41:45.6232206Z Running 65 items in this shard: test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromString::test_bool, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromString::test_floating, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromString::test_floating_overflow, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromInt::test_intp, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromInt::test_uint64_from_negative, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t10_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t10_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t10_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t11_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t11_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t11_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t23, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t23, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t23 2024-12-18T01:41:45.6274079Z 2024-12-18T01:41:49.8160570Z Running test_dynamic_shapes 1/1 ... [2024-12-18 01:41:49.815460] 2024-12-18T01:41:49.8161190Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:41:49.8163184Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_dynamic_shapes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:41:49.815859] 2024-12-18T01:41:51.7330452Z 2024-12-18T01:41:51.7331330Z torch_np/test_reductions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_reductions_1.1_69cfd347d49e3eec_.log 2024-12-18T01:41:51.7771404Z Running 966 items in this shard: test/torch_np/test_reductions.py::TestFlatnonzero::test_basic, test/torch_np/test_reductions.py::TestAny::test_basic, test/torch_np/test_reductions.py::TestAny::test_method_vs_function, test/torch_np/test_reductions.py::TestAny::test_nd, test/torch_np/test_reductions.py::TestAll::test_basic, test/torch_np/test_reductions.py::TestAll::test_method_vs_function, test/torch_np/test_reductions.py::TestAll::test_nd, test/torch_np/test_reductions.py::TestMean::test_mean, test/torch_np/test_reductions.py::TestMean::test_mean_float16, test/torch_np/test_reductions.py::TestMean::test_mean_values, test/torch_np/test_reductions.py::TestMean::test_mean_where, test/torch_np/test_reductions.py::TestSum::test_sum, test/torch_np/test_reductions.py::TestSum::test_sum_boolean, test/torch_np/test_reductions.py::TestSum::test_sum_complex_1_dt0, test/torch_np/test_reductions.py::TestSum::test_sum_complex_1_dt1, test/torch_np/test_reductions.py::TestSum::test_sum_complex_2_dt0, test/torch_np/test_reductions.py::TestSum::test_sum_complex_2_dt1, test/torch_np/test_reductions.py::TestSum::test_sum_dtypes_2, test/torch_np/test_reductions.py::TestSum::test_sum_dtypes_warnings, test/torch_np/test_reductions.py::TestSum::test_sum_initial, test/torch_np/test_reductions.py::TestSum::test_sum_stability, test/torch_np/test_reductions.py::TestSum::test_sum_where, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func0, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func1, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func10, 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2024-12-18T01:41:51.8192861Z 2024-12-18T01:41:55.2424712Z 2024-12-18T01:41:55.2425808Z test_dynamic_shapes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dynamic_shapes_1.1_49d64f4068b56540_.log 2024-12-18T01:41:55.2551688Z Running 301 items in this shard: test/test_dynamic_shapes.py::TestPySymInt::test_arith_ops, test/test_dynamic_shapes.py::TestPySymInt::test_aten_ops, test/test_dynamic_shapes.py::TestPySymInt::test_avoid_unbacked_substitution, test/test_dynamic_shapes.py::TestPySymInt::test_binary, test/test_dynamic_shapes.py::TestPySymInt::test_data_dependent_guard, test/test_dynamic_shapes.py::TestPySymInt::test_data_dependent_guard_propagate_real_tensors, test/test_dynamic_shapes.py::TestPySymInt::test_debug_has_internal_overlap_unbacked, test/test_dynamic_shapes.py::TestPySymInt::test_deepcopy, test/test_dynamic_shapes.py::TestPySymInt::test_duck_shape, test/test_dynamic_shapes.py::TestPySymInt::test_ephemeral_source_simplification, 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test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_lt, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_mod, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_mul, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_ne, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_neg, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_or, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_pos, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_pow_by_natural, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_round, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_rshift, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sub, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_acos, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_asin, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_atan, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_cos, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_cosh, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_ite, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_log2, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_max, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_min, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_not, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_sin, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_sinh, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_sqrt, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_tan, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_tanh, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_trunc, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_abs_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_abs_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_abs_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_abs_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_add_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_add_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_add_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_add_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_and_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_and_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_and_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_and_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_and_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_and_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_and_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_and_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_or_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_or_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_or_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_or_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ceil_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ceil_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ceil_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ceil_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_eq_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_eq_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_eq_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_eq_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_pow_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_pow_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_pow_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_pow_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_truediv_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_truediv_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_truediv_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_truediv_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_floor_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_floor_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_floor_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_floor_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ge_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ge_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ge_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ge_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_gt_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_gt_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_gt_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_gt_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_floordiv_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_floordiv_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_floordiv_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_floordiv_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_truediv_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_truediv_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_truediv_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_truediv_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_is_integer_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_is_integer_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_is_integer_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_is_integer_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_le_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_le_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_le_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_le_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lshift_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lshift_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lshift_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lshift_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lt_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lt_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lt_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lt_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mod_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mod_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mod_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mod_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mul_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mul_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mul_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mul_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ne_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ne_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ne_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ne_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_neg_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_neg_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_neg_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_neg_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_or_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_or_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_or_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_or_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pos_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pos_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pos_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pos_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pow_by_natural_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pow_by_natural_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pow_by_natural_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pow_by_natural_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_round_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_round_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_round_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_round_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_rshift_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_rshift_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_rshift_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_rshift_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sub_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sub_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sub_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sub_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_acos_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_acos_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_acos_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_acos_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_asin_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_asin_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_asin_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_asin_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_atan_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_atan_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_atan_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_atan_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cos_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cos_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cos_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cos_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cosh_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cosh_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cosh_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cosh_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_float_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_float_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_float_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_float_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_ite_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_ite_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_ite_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_ite_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_log2_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_log2_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_log2_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_log2_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_max_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_max_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_max_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_max_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_min_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_min_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_min_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_min_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_not_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_not_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_not_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_not_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sin_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sin_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sin_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sin_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sinh_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sinh_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sinh_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sinh_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sqrt_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sqrt_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sqrt_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sqrt_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tan_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tan_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tan_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tan_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tanh_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tanh_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tanh_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tanh_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_trunc_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_trunc_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_trunc_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_trunc_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_non_symbolic_symnode, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_stride_symnode, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_symint_deepcopy, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_symint_hashing, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_symnode_hashing, test/test_dynamic_shapes.py::TestFloorDiv::test_floordiv_assumptions, test/test_dynamic_shapes.py::TestFloorDiv::test_floordiv_div_by_one, test/test_dynamic_shapes.py::TestFloorDiv::test_floordiv_float_int, test/test_dynamic_shapes.py::TestFloorDiv::test_floordiv_simplify, test/test_dynamic_shapes.py::TestDimConstraints::test_dim_constraints_reduce_congruences_simple, test/test_dynamic_shapes.py::TestDimConstraints::test_dim_constraints_reduce_inequalities_error, test/test_dynamic_shapes.py::TestDimConstraints::test_dim_constraints_reduce_inequalities_simple, test/test_dynamic_shapes.py::TestDimConstraints::test_dim_constraints_solve_full, test/test_dynamic_shapes.py::TestGuardsExpressions::test_guards_float_div, test/test_dynamic_shapes.py::TestGuardsExpressions::test_guards_float_print, test/test_dynamic_shapes.py::TestGuardsExpressions::test_guards_gt_lt 2024-12-18T01:41:55.2675436Z 2024-12-18T01:41:55.9560050Z Running test_serialization 1/1 ... [2024-12-18 01:41:55.955471] 2024-12-18T01:41:55.9560498Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:41:55.9563134Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_serialization.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:41:55.955907] 2024-12-18T01:41:59.4388518Z Running test_prims 1/1 ... [2024-12-18 01:41:59.438279] 2024-12-18T01:41:59.4388968Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:41:59.4391665Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_prims.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:41:59.438716] 2024-12-18T01:42:01.1308651Z 2024-12-18T01:42:01.1310124Z test_serialization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_serialization_1.1_54e0477d938bf250_.log 2024-12-18T01:42:01.1390487Z Running 188 items in this shard: test/test_serialization.py::TestOldSerialization::test_load_error_msg, test/test_serialization.py::TestOldSerialization::test_load_nonexistent_device, test/test_serialization.py::TestOldSerialization::test_load_python2_unicode_module, test/test_serialization.py::TestOldSerialization::test_load_unicode_error_msg, test/test_serialization.py::TestOldSerialization::test_pickle_module, test/test_serialization.py::TestOldSerialization::test_safe_load_basic_types, test/test_serialization.py::TestOldSerialization::test_save_different_dtype_error, test/test_serialization.py::TestOldSerialization::test_save_different_dtype_unallocated, test/test_serialization.py::TestOldSerialization::test_serialization, test/test_serialization.py::TestOldSerialization::test_serialization_backwards_compat, test/test_serialization.py::TestOldSerialization::test_serialization_backwards_compat_safe, test/test_serialization.py::TestOldSerialization::test_serialization_container, test/test_serialization.py::TestOldSerialization::test_serialization_container_filelike, test/test_serialization.py::TestOldSerialization::test_serialization_dill, test/test_serialization.py::TestOldSerialization::test_serialization_dill_version_not_supported, test/test_serialization.py::TestOldSerialization::test_serialization_fake_zip, test/test_serialization.py::TestOldSerialization::test_serialization_filelike, test/test_serialization.py::TestOldSerialization::test_serialization_filelike_api_requirements, test/test_serialization.py::TestOldSerialization::test_serialization_filelike_exceptions, test/test_serialization.py::TestOldSerialization::test_serialization_filelike_missing_attrs, test/test_serialization.py::TestOldSerialization::test_serialization_filelike_stress, test/test_serialization.py::TestOldSerialization::test_serialization_filelike_uses_readinto, test/test_serialization.py::TestOldSerialization::test_serialization_gzip, test/test_serialization.py::TestOldSerialization::test_serialization_map_location, test/test_serialization.py::TestOldSerialization::test_serialization_offset, test/test_serialization.py::TestOldSerialization::test_serialization_offset_filelike_weights_only_False, test/test_serialization.py::TestOldSerialization::test_serialization_offset_filelike_weights_only_True, test/test_serialization.py::TestOldSerialization::test_serialization_offset_gzip, test/test_serialization.py::TestOldSerialization::test_serialization_safe, test/test_serialization.py::TestOldSerialization::test_serialization_save_warnings, test/test_serialization.py::TestOldSerialization::test_serialization_sparse, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_bsc_invalid, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_bsr_invalid, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_csc_invalid, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_csr_invalid, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_invalid, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_safe, test/test_serialization.py::TestOldSerialization::test_serialization_storage_slice, test/test_serialization.py::TestOldSerialization::test_serialization_zipfile_utils, test/test_serialization.py::TestOldSerialization::test_serialize_device, test/test_serialization.py::TestSerialization::test_crc32_options_compute_crc32_False_filename_False, test/test_serialization.py::TestSerialization::test_crc32_options_compute_crc32_False_filename_True, test/test_serialization.py::TestSerialization::test_crc32_options_compute_crc32_True_filename_False, test/test_serialization.py::TestSerialization::test_crc32_options_compute_crc32_True_filename_True, test/test_serialization.py::TestSerialization::test_filewriter_metadata_writing_filename_False, test/test_serialization.py::TestSerialization::test_filewriter_metadata_writing_filename_True, test/test_serialization.py::TestSerialization::test_get_unsafe_globals_in_checkpoint, test/test_serialization.py::TestSerialization::test_load_error_msg, test/test_serialization.py::TestSerialization::test_load_njt_weights_only_should_import_False, test/test_serialization.py::TestSerialization::test_load_njt_weights_only_should_import_True, test/test_serialization.py::TestSerialization::test_load_nonexistent_device, test/test_serialization.py::TestSerialization::test_load_python2_unicode_module, test/test_serialization.py::TestSerialization::test_load_unicode_error_msg, test/test_serialization.py::TestSerialization::test_lr_scheduler_serialization, test/test_serialization.py::TestSerialization::test_meta_serialization_weights_only_False, test/test_serialization.py::TestSerialization::test_meta_serialization_weights_only_True, test/test_serialization.py::TestSerialization::test_pathlike_serialization_weights_only_False, test/test_serialization.py::TestSerialization::test_pathlike_serialization_weights_only_True, test/test_serialization.py::TestSerialization::test_pickle_module, test/test_serialization.py::TestSerialization::test_safe_load_basic_types, test/test_serialization.py::TestSerialization::test_save_different_dtype_error, test/test_serialization.py::TestSerialization::test_save_different_dtype_unallocated, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_bfloat16_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_bfloat16_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_bool_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_bool_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_complex128_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_complex128_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_complex64_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_complex64_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_float16_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_float16_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_float32_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_float32_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_float64_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_float64_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int16_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int16_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int32_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int32_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int64_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int64_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int8_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int8_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_uint8_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_uint8_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization, test/test_serialization.py::TestSerialization::test_serialization_backwards_compat, test/test_serialization.py::TestSerialization::test_serialization_backwards_compat_safe, test/test_serialization.py::TestSerialization::test_serialization_byte_literal_byte_literals0_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_byte_literal_byte_literals0_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_byte_literal_byte_literals1_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_byte_literal_byte_literals1_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_byteorder_mark, test/test_serialization.py::TestSerialization::test_serialization_dill, test/test_serialization.py::TestSerialization::test_serialization_dill_version_not_supported, test/test_serialization.py::TestSerialization::test_serialization_dtype_complex32_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_dtype_complex32_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_dtype_float8_e4m3fn_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_dtype_float8_e4m3fn_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_dtype_float8_e5m2_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_dtype_float8_e5m2_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_dtype_uint16_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_dtype_uint16_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_dtype_uint32_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_dtype_uint32_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_dtype_uint64_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_dtype_uint64_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_efficient_zerotensor_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_efficient_zerotensor_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_fake_zip, test/test_serialization.py::TestSerialization::test_serialization_filelike, test/test_serialization.py::TestSerialization::test_serialization_filelike_api_requirements, test/test_serialization.py::TestSerialization::test_serialization_filelike_exceptions, test/test_serialization.py::TestSerialization::test_serialization_filelike_missing_attrs, test/test_serialization.py::TestSerialization::test_serialization_filelike_stress, test/test_serialization.py::TestSerialization::test_serialization_filelike_uses_readinto, test/test_serialization.py::TestSerialization::test_serialization_gzip, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_bfloat16, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_bool, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_cdouble, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_cfloat, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_double, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_float, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_half, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_int, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_int16, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_int8, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_long, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_uint8, test/test_serialization.py::TestSerialization::test_serialization_map_location, test/test_serialization.py::TestSerialization::test_serialization_math_bits_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_math_bits_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading_ctx, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading_options_path_type0_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading_options_path_type0_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading_options_path_type1_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading_options_path_type1_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading_with_map_location, test/test_serialization.py::TestSerialization::test_serialization_offset_gzip, test/test_serialization.py::TestSerialization::test_serialization_python_attr_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_python_attr_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_safe, test/test_serialization.py::TestSerialization::test_serialization_save_warnings, test/test_serialization.py::TestSerialization::test_serialization_sparse, test/test_serialization.py::TestSerialization::test_serialization_sparse_bsc_invalid, test/test_serialization.py::TestSerialization::test_serialization_sparse_bsr_invalid, test/test_serialization.py::TestSerialization::test_serialization_sparse_csc_invalid, test/test_serialization.py::TestSerialization::test_serialization_sparse_csr_invalid, test/test_serialization.py::TestSerialization::test_serialization_sparse_invalid, test/test_serialization.py::TestSerialization::test_serialization_sparse_safe, test/test_serialization.py::TestSerialization::test_serialization_storage_slice, test/test_serialization.py::TestSerialization::test_serialization_warning_s390x, test/test_serialization.py::TestSerialization::test_serialization_with_header, test/test_serialization.py::TestSerialization::test_serialization_zipfile_actually_jit, test/test_serialization.py::TestSerialization::test_serialization_zipfile_utils, test/test_serialization.py::TestSerialization::test_serialization_zipfile_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_zipfile_weights_only_True, test/test_serialization.py::TestSerialization::test_serialize_device, test/test_serialization.py::TestSerialization::test_skip_data_serialization_error_cases, test/test_serialization.py::TestSerialization::test_skip_data_serialization_materialize_fake_False, test/test_serialization.py::TestSerialization::test_skip_data_serialization_materialize_fake_True, test/test_serialization.py::TestSerialization::test_skip_data_serialization_preserves_views_materialize_fake_False, test/test_serialization.py::TestSerialization::test_skip_data_serialization_preserves_views_materialize_fake_True, test/test_serialization.py::TestSerialization::test_weights_only_assert, test/test_serialization.py::TestSerialization::test_weights_only_env_variables_force_weights_only_False, test/test_serialization.py::TestSerialization::test_weights_only_env_variables_force_weights_only_True, test/test_serialization.py::TestSerialization::test_weights_only_error_unsafe_global_False, test/test_serialization.py::TestSerialization::test_weights_only_error_unsafe_global_True, test/test_serialization.py::TestSerialization::test_weights_only_safe_globals_blocklist, test/test_serialization.py::TestSerialization::test_weights_only_safe_globals_build, test/test_serialization.py::TestSerialization::test_weights_only_safe_globals_build_with_slots_slots_all, test/test_serialization.py::TestSerialization::test_weights_only_safe_globals_build_with_slots_slots_some, test/test_serialization.py::TestSerialization::test_weights_only_safe_globals_newobj, test/test_serialization.py::TestSubclassSerialization::test_cloned_deepcopy_requires_grad_False, test/test_serialization.py::TestSubclassSerialization::test_cloned_deepcopy_requires_grad_True, test/test_serialization.py::TestSubclassSerialization::test_empty_class_serialization, test/test_serialization.py::TestSubclassSerialization::test_safe_globals_context_manager_weights_only, test/test_serialization.py::TestSubclassSerialization::test_safe_globals_for_weights_only, test/test_serialization.py::TestSubclassSerialization::test_sets_are_loadable_with_weights_only, test/test_serialization.py::TestSubclassSerialization::test_tensor_subclass_deepcopy, test/test_serialization.py::TestSubclassSerialization::test_tensor_subclass_getstate_overwrite, test/test_serialization.py::TestSubclassSerialization::test_tensor_subclass_map_location, test/test_serialization.py::TestSubclassSerialization::test_tensor_subclass_wrapper_serialization, test/test_serialization.py::TestBothSerializationCUDA::test_serialization_new_format_old_format_compat_weights_only_False_cuda, test/test_serialization.py::TestBothSerializationCUDA::test_serialization_new_format_old_format_compat_weights_only_True_cuda 2024-12-18T01:42:01.1467348Z 2024-12-18T01:42:04.9140982Z 2024-12-18T01:42:04.9141820Z test_prims 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_prims_1.1_8ea6bc630554db14_.log 2024-12-18T01:42:04.9149280Z Running 24 items in this shard: test/test_prims.py::TestPrimsBasic::test_check_deprecation_warning, test/test_prims.py::TestPrimsBasic::test_clone_complex, test/test_prims.py::TestPrimsBasic::test_mul_complex, test/test_prims.py::TestPrimsBasic::test_torch_ops, test/test_prims.py::TestPrimsCUDA::test_aten_overload_to_prims_cuda, test/test_prims.py::TestPrimsCUDA::test_broadcast_in_dim_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_broadcast_in_dim_sum_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_cbrt_prim_cuda_float64, test/test_prims.py::TestPrimsCUDA::test_cbrt_prim_cuda_int64, test/test_prims.py::TestPrimsCUDA::test_collapse_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_functional_rng_wrappers_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_memory_format_strides_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_philox_rand_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_reshape_view_method_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_var_correction_0_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_var_correction_1_cuda_float32, test/test_prims.py::TestRefsCUDA::test_constant_pad_nd_memory_format_cuda_float32, test/test_prims.py::TestRefsCUDA::test_inferred_tags_cuda, test/test_prims.py::TestRefsCUDA::test_infinite_loop_from_py_dispatcher_cuda, test/test_prims.py::TestRefsCUDA::test_linspace_with_complex_input_cuda, test/test_prims.py::TestRefsCUDA::test_logspace_with_complex_input_cuda, test/test_prims.py::TestRefsCUDA::test_unbind_cuda, test/test_prims.py::TestDecompCUDA::test_decomposition_method_vararg_ones_cuda_float32, test/test_prims.py::TestDecompCUDA::test_decomposition_method_vararg_permute_cuda_float32 2024-12-18T01:42:04.9156481Z 2024-12-18T01:42:05.2771458Z Running test_sparse_csr 1/2 ... [2024-12-18 01:42:05.276533] 2024-12-18T01:42:05.2771901Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:42:05.2773720Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_sparse_csr.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:42:05.276926] 2024-12-18T01:42:09.1014250Z Running profiler/test_torch_tidy 1/1 ... [2024-12-18 01:42:09.100862] 2024-12-18T01:42:09.1014733Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:42:09.1015990Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_torch_tidy.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:42:09.101235] 2024-12-18T01:42:13.6751264Z 2024-12-18T01:42:13.6752529Z profiler/test_torch_tidy 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_torch_tidy_1.1_b5117aed4fcfe7f2_.log 2024-12-18T01:42:13.6761511Z Running 22 items in this shard: test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocation_id_uniqueness, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocation_ids, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocation_ids_with_other_ops, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocations, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_extra_fields, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_impl_reuse, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_mkldnn_tensors, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_module_and_optimizer_ids, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_nnmodule_params, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_optimizer, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_optimizer_parameters_adam, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_optimizer_parameters_sgd, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_pointers_and_ids, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_refcounts, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_scalar_ins, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_sparse_tensors, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensor_lists, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensor_properties, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_full, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_keep_alive, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_scalar_args, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_set 2024-12-18T01:42:13.6770102Z 2024-12-18T01:42:17.7766010Z Running test_sparse 1/1 ... [2024-12-18 01:42:17.776027] 2024-12-18T01:42:17.7766433Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:42:17.7767850Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_sparse.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:42:17.776398] 2024-12-18T01:44:09.1136415Z 2024-12-18T01:44:09.1137358Z test_jit_fuser_te 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_fuser_te_1.1_b5d3f36845678df3_.log 2024-12-18T01:44:09.3827257Z Running 6812 items in this shard: test/test_jit_fuser_te.py::TestFuserCommon::test_autodiff_fallback, test/test_jit_fuser_te.py::TestTEFuserStatic::test_abs, test/test_jit_fuser_te.py::TestTEFuserStatic::test_adaptive_avg_pool2d, test/test_jit_fuser_te.py::TestTEFuserStatic::test_add_bool, test/test_jit_fuser_te.py::TestTEFuserStatic::test_addcmul, test/test_jit_fuser_te.py::TestTEFuserStatic::test_arg_configurations_smoke, test/test_jit_fuser_te.py::TestTEFuserStatic::test_autocast_down, test/test_jit_fuser_te.py::TestTEFuserStatic::test_autocast_up, test/test_jit_fuser_te.py::TestTEFuserStatic::test_batch_norm, test/test_jit_fuser_te.py::TestTEFuserStatic::test_binary_div_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_binary_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_binary_pow, test/test_jit_fuser_te.py::TestTEFuserStatic::test_binary_scalar_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_binary_tensor_scalar_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_bitwise_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_broadcast, test/test_jit_fuser_te.py::TestTEFuserStatic::test_cat_2k_args, test/test_jit_fuser_te.py::TestTEFuserStatic::test_cat_graph_opt, test/test_jit_fuser_te.py::TestTEFuserStatic::test_channels_last_dims_dynamic, test/test_jit_fuser_te.py::TestTEFuserStatic::test_checks_cat_inputs, test/test_jit_fuser_te.py::TestTEFuserStatic::test_chunk, test/test_jit_fuser_te.py::TestTEFuserStatic::test_chunk_correctness, test/test_jit_fuser_te.py::TestTEFuserStatic::test_chunk_distributes, test/test_jit_fuser_te.py::TestTEFuserStatic::test_chunk_motion_deduplicates_inputs, test/test_jit_fuser_te.py::TestTEFuserStatic::test_chunk_mul_one, test/test_jit_fuser_te.py::TestTEFuserStatic::test_chunk_multiple, test/test_jit_fuser_te.py::TestTEFuserStatic::test_clamp, test/test_jit_fuser_te.py::TestTEFuserStatic::test_clamp_double, test/test_jit_fuser_te.py::TestTEFuserStatic::test_clamp_int, test/test_jit_fuser_te.py::TestTEFuserStatic::test_comparison_eq_ne, test/test_jit_fuser_te.py::TestTEFuserStatic::test_comparison_ge_le, test/test_jit_fuser_te.py::TestTEFuserStatic::test_comparison_gt_lt, test/test_jit_fuser_te.py::TestTEFuserStatic::test_concat, test/test_jit_fuser_te.py::TestTEFuserStatic::test_concat_invariant, test/test_jit_fuser_te.py::TestTEFuserStatic::test_constant_chunk_shapes, test/test_jit_fuser_te.py::TestTEFuserStatic::test_conv2d, test/test_jit_fuser_te.py::TestTEFuserStatic::test_conv2d_depthwise, test/test_jit_fuser_te.py::TestTEFuserStatic::test_cuda_half, test/test_jit_fuser_te.py::TestTEFuserStatic::test_dims, test/test_jit_fuser_te.py::TestTEFuserStatic::test_disabled, test/test_jit_fuser_te.py::TestTEFuserStatic::test_div_bool, test/test_jit_fuser_te.py::TestTEFuserStatic::test_dynamic_cat, test/test_jit_fuser_te.py::TestTEFuserStatic::test_dynamic_shapes, test/test_jit_fuser_te.py::TestTEFuserStatic::test_eq_unsqueeze_type_as, test/test_jit_fuser_te.py::TestTEFuserStatic::test_erf, test/test_jit_fuser_te.py::TestTEFuserStatic::test_exhaust_specializations, test/test_jit_fuser_te.py::TestTEFuserStatic::test_exp, test/test_jit_fuser_te.py::TestTEFuserStatic::test_fusion_reuse_multi_gpu, test/test_jit_fuser_te.py::TestTEFuserStatic::test_gelu, test/test_jit_fuser_te.py::TestTEFuserStatic::test_hardsigmoid_fwd_bwd, test/test_jit_fuser_te.py::TestTEFuserStatic::test_hardswish_fwd_bwd, test/test_jit_fuser_te.py::TestTEFuserStatic::test_inlined_optimized_graph, test/test_jit_fuser_te.py::TestTEFuserStatic::test_isnan, test/test_jit_fuser_te.py::TestTEFuserStatic::test_kernel_cache_multi_gpu, test/test_jit_fuser_te.py::TestTEFuserStatic::test_lerp, test/test_jit_fuser_te.py::TestTEFuserStatic::test_list_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_lstm, test/test_jit_fuser_te.py::TestTEFuserStatic::test_lstm_concat, test/test_jit_fuser_te.py::TestTEFuserStatic::test_lstm_gates_permutations, test/test_jit_fuser_te.py::TestTEFuserStatic::test_lstm_traced, test/test_jit_fuser_te.py::TestTEFuserStatic::test_masked_fill, test/test_jit_fuser_te.py::TestTEFuserStatic::test_matmul, test/test_jit_fuser_te.py::TestTEFuserStatic::test_milstm, test/test_jit_fuser_te.py::TestTEFuserStatic::test_minmax, test/test_jit_fuser_te.py::TestTEFuserStatic::test_minmax_int_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_mul_bool, test/test_jit_fuser_te.py::TestTEFuserStatic::test_neg_pow, test/test_jit_fuser_te.py::TestTEFuserStatic::test_nonzero_device_cuda, test/test_jit_fuser_te.py::TestTEFuserStatic::test_nop, test/test_jit_fuser_te.py::TestTEFuserStatic::test_pow_multiple_dtype, test/test_jit_fuser_te.py::TestTEFuserStatic::test_profiler, test/test_jit_fuser_te.py::TestTEFuserStatic::test_rand_broadcast_cuda, test/test_jit_fuser_te.py::TestTEFuserStatic::test_rand_cuda, test/test_jit_fuser_te.py::TestTEFuserStatic::test_rand_diamond, test/test_jit_fuser_te.py::TestTEFuserStatic::test_relu, test/test_jit_fuser_te.py::TestTEFuserStatic::test_relu_fwd_bwd, test/test_jit_fuser_te.py::TestTEFuserStatic::test_remove_output_used_only_in_size, test/test_jit_fuser_te.py::TestTEFuserStatic::test_scalar, test/test_jit_fuser_te.py::TestTEFuserStatic::test_scalar_arg, test/test_jit_fuser_te.py::TestTEFuserStatic::test_scalar_only_inputs, test/test_jit_fuser_te.py::TestTEFuserStatic::test_skip_grad_in_check, test/test_jit_fuser_te.py::TestTEFuserStatic::test_small_constant, test/test_jit_fuser_te.py::TestTEFuserStatic::test_sub_gt_and, test/test_jit_fuser_te.py::TestTEFuserStatic::test_sum_dim, test/test_jit_fuser_te.py::TestTEFuserStatic::test_sum_keepdim_cast, test/test_jit_fuser_te.py::TestTEFuserStatic::test_sum_simple, test/test_jit_fuser_te.py::TestTEFuserStatic::test_superslomo, test/test_jit_fuser_te.py::TestTEFuserStatic::test_tensor_scalar_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_ternary_norm_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_ternary_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_threshold, test/test_jit_fuser_te.py::TestTEFuserStatic::test_to_device, test/test_jit_fuser_te.py::TestTEFuserStatic::test_to_dtype, test/test_jit_fuser_te.py::TestTEFuserStatic::test_torch_to, test/test_jit_fuser_te.py::TestTEFuserStatic::test_type_as_cat, test/test_jit_fuser_te.py::TestTEFuserStatic::test_typecheck, test/test_jit_fuser_te.py::TestTEFuserStatic::test_unary_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_unrolled_cat, test/test_jit_fuser_te.py::TestTEFuserStatic::test_unsqueeze_size_calculation, test/test_jit_fuser_te.py::TestTEFuserStatic::test_unsqueeze_var_dim, test/test_jit_fuser_te.py::TestTEFuserStatic::test_unsupported_dtypes, test/test_jit_fuser_te.py::TestTEFuserStatic::test_where_and_typing, test/test_jit_fuser_te.py::TestTEFuserStatic::test_where_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_with_strict_fusion, test/test_jit_fuser_te.py::TestTEFuserStatic::test_zero_element_tensors, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_abs, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_adaptive_avg_pool2d, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_add_bool, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_addcmul, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_arg_configurations_smoke, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_autocast_down, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_autocast_up, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_batch_norm, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_binary_div_ops, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_binary_ops, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_binary_pow, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_binary_scalar_ops, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_binary_tensor_scalar_ops, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_bitwise_ops, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_broadcast, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_cat_2k_args, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_cat_graph_opt, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_channels_last_dims_dynamic, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_checks_cat_inputs, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_chunk, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_chunk_correctness, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_chunk_distributes, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_chunk_motion_deduplicates_inputs, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_chunk_mul_one, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_chunk_multiple, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_clamp, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_clamp_double, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_clamp_int, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_comparison_eq_ne, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_comparison_ge_le, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_comparison_gt_lt, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_concat, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_concat_invariant, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_constant_chunk_shapes, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_conv2d, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_conv2d_depthwise, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_cuda_half, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_dims, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_disabled, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_div_bool, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_dynamic_cat, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_dynamic_shapes, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_eq_unsqueeze_type_as, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_erf, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_exhaust_specializations, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_exp, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_fusion_reuse_multi_gpu, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_gelu, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_hardsigmoid_fwd_bwd, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_hardswish_fwd_bwd, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_inlined_optimized_graph, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_isnan, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_kernel_cache_multi_gpu, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_lerp, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_list_ops, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_lstm, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_lstm_concat, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_lstm_gates_permutations, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_lstm_traced, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_masked_fill, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_matmul, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_milstm, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_minmax, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_minmax_int_ops, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_mul_bool, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_neg_pow, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_nonzero_device_cuda, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_nop, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_pow_multiple_dtype, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_profiler, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_rand_broadcast_cuda, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_rand_cuda, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_rand_diamond, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_relu, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_relu_fwd_bwd, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_remove_output_used_only_in_size, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_scalar, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_scalar_arg, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_scalar_only_inputs, test/test_jit_fuser_te.py::TestTEFuserDynamic::test_skip_grad_in_check, 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test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_split_list_args_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_split_with_sizes_copy_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_split_with_sizes_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_square_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_squeeze_copy_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_squeeze_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_squeeze_multiple_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_stack_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_std_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_std_mean_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_std_mean_unbiased_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_std_unbiased_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_stft_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_sum_to_size_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_svd_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_svd_lowrank_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_t_copy_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_take_along_dim_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_take_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_tensor_split_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_tensordot_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_tile_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_to_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_to_sparse_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_topk_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_trace_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_transpose_copy_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_trapezoid_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_trapz_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_triangular_solve_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_tril_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_triu_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_unbind_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_unflatten_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_unfold_copy_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_unfold_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_uniform_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_unique_consecutive_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_unique_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_unsafe_chunk_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_unsafe_split_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_unsqueeze_copy_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_var_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_var_mean_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_var_mean_unbiased_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_var_unbiased_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_vdot_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_view_as_complex_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_view_copy_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_vsplit_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_vstack_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_xlogy_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_zero__cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_zeros_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_zeros_like_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working___radd___cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working___rdiv___cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working___rmod___cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working___rmul___cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_abs_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_acos_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_add_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_addcmul_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_addmm_decomposed_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_asin_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_atan2_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_atan_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_bool_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_byte_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_ceil_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_char_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_clamp_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_contiguous_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_cos_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_cosh_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_div_floor_rounding_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_div_no_rounding_mode_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_div_trunc_rounding_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_double_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_eq_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_erf_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_erfc_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_exp_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_expand_as_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_expand_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_expm1_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_float_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_floor_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_fmod_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_ge_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_gt_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_half_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_int_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_isnan_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_le_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_lerp_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_lgamma_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_log10_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_log1p_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_log2_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_log_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_long_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_lt_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_masked_fill_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_max_binary_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_mean_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_min_binary_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_mm_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_mul_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_ne_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_neg_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_hardshrink_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_hardsigmoid_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_hardswish_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_hardtanh_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_leaky_relu_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_relu6_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_relu_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_softplus_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_softsign_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_tanhshrink_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_threshold_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_permute_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_pow_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_reciprocal_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_remainder_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_reshape_as_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_reshape_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_round_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_rsqrt_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_rsub_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_short_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_sigmoid_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_sign_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_sin_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_sinh_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_sqrt_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_sub_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_sum_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_t_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_tan_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_tanh_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_transpose_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_true_divide_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_trunc_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_unsqueeze_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_view_as_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_view_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_where_cuda_float32 2024-12-18T01:44:09.6439998Z 2024-12-18T01:44:13.4159097Z Running profiler/test_record_function 1/1 ... [2024-12-18 01:44:13.415227] 2024-12-18T01:44:13.4159894Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:44:13.4161572Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_record_function.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:44:13.415663] 2024-12-18T01:44:17.9392844Z 2024-12-18T01:44:17.9394184Z profiler/test_record_function 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_record_function_1.1_10951c63ef05c81f_.log 2024-12-18T01:44:17.9397258Z Running 4 items in this shard: test/profiler/test_record_function.py::TestRecordFunction::test_datapipe_delegation_with_profiler, test/profiler/test_record_function.py::TestRecordFunction::test_datapipe_with_record_function, test/profiler/test_record_function.py::TestRecordFunction::test_datapipe_with_record_function_fork, test/profiler/test_record_function.py::TestRecordFunction::test_record_function 2024-12-18T01:44:17.9399136Z 2024-12-18T01:44:22.1612615Z Running profiler/test_execution_trace 1/1 ... [2024-12-18 01:44:22.160660] 2024-12-18T01:44:22.1613276Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2024-12-18T01:44:22.1615483Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_execution_trace.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-12-18 01:44:22.161044] 2024-12-18T01:44:26.6858987Z 2024-12-18T01:44:26.6860283Z profiler/test_execution_trace 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_execution_trace_1.1_478648670708ed36_.log 2024-12-18T01:44:26.6864284Z Running 7 items in this shard: test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_execution_trace_alone_cuda, test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_execution_trace_nested_tensor_cuda, test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_execution_trace_no_capture_cuda, test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_execution_trace_repeat_in_loop_cuda, test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_execution_trace_start_stop_cuda, test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_execution_trace_with_kineto_cuda, test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_execution_trace_with_pt2_cuda 2024-12-18T01:44:26.6867921Z 2024-12-18T01:46:59.3096669Z 2024-12-18T01:46:59.3097649Z test_sparse_csr 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_sparse_csr_1.2_055c199d75790c95_.log 2024-12-18T01:46:59.4265642Z Running 2588 items in this shard: test/test_sparse_csr.py::TestSparseCSRSampler::test_make_crow_indices, test/test_sparse_csr.py::TestSparseCSRCUDA::test_add_SparseCSR_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_add_SparseCSR_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_all_sparse_csr_SparseCSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_all_sparse_csr_SparseCSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_all_sparse_csr_SparseCSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_all_sparse_csr_SparseCSC_cuda_float16, 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test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_coo_conversion_cuda_int64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_coo_conversion_cuda_uint8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_double_to_sparse_csr_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_is_contiguous_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_matvec_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_matvec_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_nnz_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_to_block_csr_blocksize_2_cuda_float64_int64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_to_block_csr_blocksize_4_cuda_float64_int32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_to_block_csr_errors_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseBSC_Batched_Hybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseBSC_Batched_NonHybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseBSR_Batched_Hybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseCSC_Batched_Hybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseCSC_Batched_NonHybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseCSC_NonBatched_Hybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseCSR_Batched_Hybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseCSR_Batched_NonHybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseCSR_NonBatched_Hybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseCSR_NonBatched_NonHybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_int32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_int64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_int8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_bool, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_complex64, 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test/test_sparse_csr.py::TestSparseCSRCUDA::test_sampled_addmm_errors_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_sampled_addmm_zero_sized_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseBSC_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseBSC_int32_cuda_bool, test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseBSC_int32_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseBSC_int32_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseBSC_int32_cuda_uint8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseBSC_int64_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseBSC_int64_cuda_int16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseBSC_int64_cuda_int32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseBSC_int64_cuda_int64, 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test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseCSC_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseCSC_int32_cuda_bool, test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseCSC_int32_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseCSC_int32_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseCSC_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseCSC_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseCSC_int32_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseCSC_int32_cuda_uint8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseCSC_int64_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseCSC_int64_cuda_int64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_select_SparseCSC_int64_cuda_int8, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isnan_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isnan_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isneginf_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isneginf_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isneginf_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isneginf_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isneginf_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isposinf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isposinf_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isposinf_cuda_int64, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_amax_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_amax_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_amin_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_amin_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_amin_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_amin_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_mean_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_mean_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_mean_cuda_int16, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_sum_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_sum_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_sum_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_sum_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_sum_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_sum_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_mul_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_mul_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_mul_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_mul_cuda_float64, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_nn_functional_relu_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_nn_functional_relu_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_positive_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_positive_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_positive_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_positive_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_positive_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_rad2deg_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_rad2deg_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_rad2deg_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_rad2deg_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_randn_like_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_randn_like_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_randn_like_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_round_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_round_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_round_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_signbit_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_signbit_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_signbit_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_signbit_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sin_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sin_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sin_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sin_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sin_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sinh_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sinh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sinh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sinh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sinh_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sqrt_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sqrt_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sqrt_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sqrt_cuda_float16, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sum_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sum_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tan_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tan_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tan_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tan_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tan_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tan_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_complex128, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_floor_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_frac_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_frac_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isinf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isinf_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isinf_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isinf_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isinf_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isinf_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isnan_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isnan_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isnan_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isnan_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isnan_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isnan_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isnan_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isnan_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isneginf_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isneginf_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isneginf_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isneginf_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isneginf_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isneginf_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isposinf_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isposinf_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isposinf_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isposinf_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isposinf_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isposinf_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_log1p_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_log1p_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amax_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amax_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amax_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amax_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amin_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amin_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amin_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amin_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amin_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_mean_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_mean_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_mean_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_mean_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_mean_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_mean_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_mean_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_mean_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_mean_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_mean_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_prod_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_prod_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_prod_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_prod_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_prod_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_sum_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_sum_cuda_bool, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_mul_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_mul_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_neg_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_neg_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_neg_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_nn_functional_relu_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_nn_functional_relu_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_nn_functional_relu_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_nn_functional_relu_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_positive_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_positive_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_positive_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_rad2deg_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_rad2deg_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_rad2deg_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_rad2deg_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_rad2deg_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_randn_like_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_randn_like_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_randn_like_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_randn_like_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_randn_like_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_round_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_round_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_round_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_round_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sgn_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sgn_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sgn_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sgn_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sgn_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sgn_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sign_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sign_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sign_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sign_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sign_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sign_cuda_uint8, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_complex64, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_abs_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_abs_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_abs_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_abs_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_abs_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_angle_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_angle_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_angle_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_angle_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_angle_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_angle_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_angle_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asin_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asin_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asin_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asin_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asin_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asin_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asin_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asinh_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asinh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asinh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asinh_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asinh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asinh_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atan_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atan_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atan_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atan_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atan_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atan_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atan_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atan_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_deg2rad_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_deg2rad_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_deg2rad_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_deg2rad_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_deg2rad_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_deg2rad_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erf_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erf_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erf_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erf_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erf_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erf_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erfinv_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erfinv_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erfinv_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erfinv_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erfinv_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erfinv_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erfinv_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erfinv_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erfinv_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_expm1_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_expm1_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_expm1_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_expm1_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_expm1_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_expm1_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_expm1_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_expm1_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_expm1_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_floor_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_floor_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_floor_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_frac_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_frac_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_frac_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isinf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isinf_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isinf_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isinf_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isinf_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isinf_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isinf_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isnan_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isnan_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isnan_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isnan_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isnan_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isnan_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isnan_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isnan_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isneginf_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isneginf_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isneginf_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isneginf_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isposinf_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isposinf_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isposinf_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isposinf_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isposinf_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isposinf_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_log1p_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_log1p_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_log1p_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_log1p_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_log1p_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_log1p_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_log1p_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_amax_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_amax_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_amax_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_amax_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_amin_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_amin_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_amin_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_amin_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_amin_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_mean_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_mean_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_mean_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_mean_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_mean_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_mean_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_prod_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_prod_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_prod_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_prod_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_prod_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_prod_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_sum_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_sum_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_sum_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_sum_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_sum_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_mul_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_mul_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_mul_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_mul_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_mul_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_mul_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_mul_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_mul_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_nn_functional_relu_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_randn_like_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_randn_like_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_randn_like_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_trunc_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_trunc_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_trunc_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asin_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asin_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asin_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asin_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asin_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asin_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asin_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asinh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asinh_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asinh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asinh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asinh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asinh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asinh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asinh_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asinh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asinh_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asinh_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atan_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atan_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atan_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atan_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atan_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atan_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atan_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atanh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atanh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atanh_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_ceil_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_ceil_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_ceil_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_ceil_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_ceil_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_conj_physical_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_conj_physical_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_conj_physical_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_conj_physical_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_conj_physical_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_conj_physical_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_conj_physical_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_conj_physical_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_conj_physical_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_deg2rad_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_deg2rad_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_deg2rad_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_deg2rad_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_deg2rad_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_deg2rad_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_deg2rad_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erf_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erf_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erf_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erfinv_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erfinv_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erfinv_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_expm1_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_expm1_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_floor_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_floor_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_floor_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_floor_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_frac_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_frac_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isnan_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isnan_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isnan_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isnan_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isnan_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isnan_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isnan_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isnan_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isneginf_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isneginf_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amin_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amin_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amin_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amin_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_mean_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_mean_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_mean_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_mean_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_mean_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_prod_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_prod_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_prod_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_prod_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_prod_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_prod_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_prod_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_prod_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_mul_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_mul_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_mul_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_mul_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_mul_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_nn_functional_relu_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_nn_functional_relu_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_nn_functional_relu_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_nn_functional_relu_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_nn_functional_relu_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_randn_like_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_randn_like_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_randn_like_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_signbit_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_signbit_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_signbit_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_signbit_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_signbit_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sinh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sinh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sinh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sinh_cuda_float64, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sum_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sum_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sum_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sum_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sum_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sum_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sum_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sum_cuda_int32, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor___factory_from_tensor_SparseCSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor___factory_from_tensor_SparseCSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseBSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseBSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseBSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseBSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseBSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseBSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseBSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseBSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseBSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseBSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseBSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseCSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseCSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseCSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseCSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseCSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseCSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseCSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseCSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseCSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseCSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseCSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_list_SparseCSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseBSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseBSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseBSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseBSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseBSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseBSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseBSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseBSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseBSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseBSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseBSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseBSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseBSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_TensorAsKey_cuda, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_addmm_meta_cuda, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_16_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_16_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_16_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_32_int64_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_64_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_64_int64_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_64_int64_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_error_messages_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_16_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_16_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_16x32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_16x32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_16x32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_2_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_2x3_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_2x3_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_64_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_64_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_64_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16x32_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16x32_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_32_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_32_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_32_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_32_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16x32_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16x32_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16x32_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16x32_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16x32_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_32_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_32_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_32_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16x32_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16x32_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16x32_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16x32_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16x32_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_32_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_32_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_32_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_32_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_32_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16x32_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16x32_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16x32_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16x32_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16x32_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_32_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_32_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_32_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_32_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_sampled_addmm_block_size_16_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_sampled_addmm_block_size_16_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_sampled_addmm_block_size_16_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_sampled_addmm_block_size_32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_sampled_addmm_block_size_32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_sampled_addmm_block_size_32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scaled_dot_product_attention_block_size_16_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scaled_dot_product_attention_block_size_16_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scaled_dot_product_attention_block_size_32_cuda_float32, 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test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op_bsr_dense_addmm_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op_bsr_dense_addmm_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op_bsr_dense_addmm_out_dtype_unspecified_cuda_float32 2024-12-18T01:46:59.5393932Z 2024-12-18T01:47:46.8516841Z 2024-12-18T01:47:46.8517721Z test_sparse 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_sparse_1.1_7266f2d8ca59540c_.log 2024-12-18T01:47:46.9706042Z Running 3061 items in this shard: test/test_sparse.py::TestSparseLegacyAndDeprecation::test_legacy_warnings, test/test_sparse.py::TestSparseOneOff::test_cuda_from_cpu, test/test_sparse.py::TestSparseOneOff::test_cuda_sparse_cpu_dense_add, test/test_sparse.py::TestSparseMeta::test_add_meta_SparseBSC_float64, 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test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_crow_indices_Strided_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_indices_SparseBSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_indices_SparseBSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_indices_SparseCOO_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_indices_SparseCSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_indices_SparseCSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_indices_Strided_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_is_coalesced_SparseBSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_is_coalesced_SparseBSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_is_coalesced_SparseCOO_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_is_coalesced_SparseCSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_is_coalesced_SparseCSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_is_coalesced_Strided_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_row_indices_SparseBSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_row_indices_SparseBSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_row_indices_SparseCOO_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_row_indices_SparseCSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_row_indices_SparseCSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_row_indices_Strided_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_values_SparseBSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_values_SparseBSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_values_SparseCOO_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_values_SparseCSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_values_SparseCSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_values_Strided_cuda 2024-12-18T01:47:47.0847405Z 2024-12-18T01:47:47.7765127Z Running test batch 'tests to run' cost 4951.2 seconds 2024-12-18T01:47:48.5414429Z 2024-12-18T01:47:48.5414991Z real 82m36.730s 2024-12-18T01:47:48.5415275Z user 251m29.380s 2024-12-18T01:47:48.5415516Z sys 34m45.683s 2024-12-18T01:47:48.5415755Z + assert_git_not_dirty 2024-12-18T01:47:48.5416097Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 != *rocm* ]] 2024-12-18T01:47:48.5416534Z + [[ linux-focal-cuda12.1-py3.10-gcc9-sm86 != *xla* ]] 2024-12-18T01:47:48.5422587Z ++ git status --porcelain 2024-12-18T01:47:48.5423795Z ++ grep -v '?? third_party' 2024-12-18T01:47:51.1767138Z ++ true 2024-12-18T01:47:51.1769459Z + git_status= 2024-12-18T01:47:51.1770147Z + [[ -n '' ]] 2024-12-18T01:47:51.1770473Z + cleanup_workspace 2024-12-18T01:47:51.1771111Z + echo 'sudo may print the following warning message that can be ignored. The chown command will still run.' 2024-12-18T01:47:51.1771972Z sudo may print the following warning message that can be ignored. The chown command will still run. 2024-12-18T01:47:51.1772639Z + echo ' sudo: setrlimit(RLIMIT_STACK): Operation not permitted' 2024-12-18T01:47:51.1773119Z sudo: setrlimit(RLIMIT_STACK): Operation not permitted 2024-12-18T01:47:51.1773889Z + echo 'For more details refer to https://github.com/sudo-project/sudo/issues/42' 2024-12-18T01:47:51.1774504Z For more details refer to https://github.com/sudo-project/sudo/issues/42 2024-12-18T01:47:51.1774988Z + sudo chown -R 1000 /var/lib/jenkins/workspace 2024-12-18T01:47:51.9590601Z ##[group]Run pytorch/test-infra/.github/actions/upload-benchmark-results@release/2.6 2024-12-18T01:47:51.9591122Z with: 2024-12-18T01:47:51.9591375Z benchmark-results-dir: test/test-reports 2024-12-18T01:47:51.9591706Z dry-run: false 2024-12-18T01:47:51.9591944Z schema-version: v3 2024-12-18T01:47:51.9592365Z github-token: *** 2024-12-18T01:47:51.9592597Z env: 2024-12-18T01:47:51.9592807Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:51.9593145Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:51.9593740Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:51.9594274Z ##[endgroup] 2024-12-18T01:47:51.9619690Z ##[group]Run set -eux 2024-12-18T01:47:51.9619962Z set -eux 2024-12-18T01:47:51.9620230Z python3 -mpip install boto3==1.35.33 2024-12-18T01:47:51.9633442Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T01:47:51.9633833Z env: 2024-12-18T01:47:51.9634080Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:51.9634530Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:51.9635124Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:51.9635663Z ##[endgroup] 2024-12-18T01:47:51.9674329Z + python3 -mpip install boto3==1.35.33 2024-12-18T01:47:52.2302713Z Defaulting to user installation because normal site-packages is not writeable 2024-12-18T01:47:52.2493261Z Requirement already satisfied: boto3==1.35.33 in /home/ec2-user/.local/lib/python3.9/site-packages (1.35.33) 2024-12-18T01:47:52.2542306Z 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) 2024-12-18T01:47:52.2546131Z 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) 2024-12-18T01:47:52.2550076Z 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) 2024-12-18T01:47:52.2603058Z 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) 2024-12-18T01:47:52.2613124Z 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) 2024-12-18T01:47:52.2651041Z 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) 2024-12-18T01:47:52.3929171Z ##[group]Run set -eux 2024-12-18T01:47:52.3929452Z set -eux 2024-12-18T01:47:52.3929683Z  2024-12-18T01:47:52.3929925Z if [[ -z "${GITHUB_TOKEN}" ]]; then 2024-12-18T01:47:52.3930291Z  echo "Missing github-token input" 2024-12-18T01:47:52.3930620Z  exit 1 2024-12-18T01:47:52.3930847Z fi 2024-12-18T01:47:52.3940265Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T01:47:52.3940654Z env: 2024-12-18T01:47:52.3940879Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:52.3941224Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:52.3941821Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:52.3942709Z GITHUB_TOKEN: *** 2024-12-18T01:47:52.3942960Z ##[endgroup] 2024-12-18T01:47:52.3972346Z + [[ -z *** ]] 2024-12-18T01:47:52.4021967Z ##[group]Run pytorch/test-infra/.github/actions/get-workflow-job-id@main 2024-12-18T01:47:52.4022430Z with: 2024-12-18T01:47:52.4022782Z github-token: *** 2024-12-18T01:47:52.4023023Z env: 2024-12-18T01:47:52.4023241Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:52.4023574Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:52.4024169Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:52.4024703Z ##[endgroup] 2024-12-18T01:47:52.4043420Z ##[group]Run set -eux 2024-12-18T01:47:52.4043706Z set -eux 2024-12-18T01:47:52.4043939Z  2024-12-18T01:47:52.4044449Z python3 "${GITHUB_ACTION_PATH}/../../scripts/get_workflow_job_id.py" "${GITHUB_RUN_ID}" "${RUNNER_NAME}" 2024-12-18T01:47:52.4053440Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T01:47:52.4053830Z env: 2024-12-18T01:47:52.4054051Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:52.4054396Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:52.4055002Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:52.4055829Z GITHUB_TOKEN: *** 2024-12-18T01:47:52.4056081Z ##[endgroup] 2024-12-18T01:47:52.4084997Z + python3 /home/ec2-user/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/get-workflow-job-id/../../scripts/get_workflow_job_id.py 12383255606 i-004b9eadbd6a8bbee 2024-12-18T01:47:53.0755079Z setting job-id=34566976260 2024-12-18T01:47:53.0756444Z setting job-name=linux-focal-cuda12.1-py3.10-gcc9-sm86 / test (slow, 3, 3, linux.g5.4xlarge.nvidia.gpu) 2024-12-18T01:47:53.0860999Z ##[group]Run set -eux 2024-12-18T01:47:53.0861367Z set -eux 2024-12-18T01:47:53.0861599Z  2024-12-18T01:47:53.0862004Z python3 "${GITHUB_ACTION_PATH}/../../scripts/benchmarks/gather_metadata.py" \ 2024-12-18T01:47:53.0862539Z  --schema-version "${SCHEMA_VERSION}" \ 2024-12-18T01:47:53.0862900Z  --repo "${REPO}" \ 2024-12-18T01:47:53.0863212Z  --head-branch "${HEAD_BRANCH}" \ 2024-12-18T01:47:53.0863574Z  --head-sha "${HEAD_SHA}" \ 2024-12-18T01:47:53.0863921Z  --workflow-id "${WORKFLOW_RUN_ID}" \ 2024-12-18T01:47:53.0864284Z  --run-attempt "${RUN_ATTEMPT}" \ 2024-12-18T01:47:53.0864624Z  --job-id "${JOB_ID}" \ 2024-12-18T01:47:53.0864933Z  --job-name "${JOB_NAME}" 2024-12-18T01:47:53.0874173Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T01:47:53.0874556Z env: 2024-12-18T01:47:53.0874782Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:53.0875120Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:53.0875716Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:53.0876258Z SCHEMA_VERSION: v3 2024-12-18T01:47:53.0876521Z REPO: pytorch/pytorch 2024-12-18T01:47:53.0876798Z HEAD_BRANCH: refs/heads/release/2.6 2024-12-18T01:47:53.0877154Z HEAD_SHA: 0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 2024-12-18T01:47:53.0877648Z WORKFLOW_RUN_ID: 12383255606 2024-12-18T01:47:53.0877931Z RUN_ATTEMPT: 1 2024-12-18T01:47:53.0878165Z JOB_ID: 34566976260 2024-12-18T01:47:53.0878649Z JOB_NAME: linux-focal-cuda12.1-py3.10-gcc9-sm86 / test (slow, 3, 3, linux.g5.4xlarge.nvidia.gpu) 2024-12-18T01:47:53.0879184Z ##[endgroup] 2024-12-18T01:47:53.0910300Z + python3 /home/ec2-user/actions-runner/_work/_actions/pytorch/test-infra/release/2.6/.github/actions/upload-benchmark-results/../../scripts/benchmarks/gather_metadata.py --schema-version v3 --repo pytorch/pytorch --head-branch refs/heads/release/2.6 --head-sha 0cdf8b1d09254cfda66191d1bd01e3041c3c76f7 --workflow-id 12383255606 --run-attempt 1 --job-id 34566976260 --job-name 'linux-focal-cuda12.1-py3.10-gcc9-sm86 / test (slow, 3, 3, linux.g5.4xlarge.nvidia.gpu)' 2024-12-18T01:47:53.1240246Z ##[group]Run set -eux 2024-12-18T01:47:53.1240525Z set -eux 2024-12-18T01:47:53.1240755Z  2024-12-18T01:47:53.1241017Z # TODO (huydhn): Implement this part 2024-12-18T01:47:53.1241415Z echo "runners=[]" >> "${GITHUB_OUTPUT}" 2024-12-18T01:47:53.1250323Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T01:47:53.1250720Z env: 2024-12-18T01:47:53.1250949Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:53.1251291Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:53.1252112Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:53.1252658Z ##[endgroup] 2024-12-18T01:47:53.1279725Z + echo 'runners=[]' 2024-12-18T01:47:53.1325933Z ##[group]Run set -eux 2024-12-18T01:47:53.1326210Z set -eux 2024-12-18T01:47:53.1326441Z  2024-12-18T01:47:53.1326692Z # TODO (huydhn): Implement this part 2024-12-18T01:47:53.1327084Z echo "dependencies={}" >> "${GITHUB_OUTPUT}" 2024-12-18T01:47:53.1335443Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T01:47:53.1335831Z env: 2024-12-18T01:47:53.1336058Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:53.1336400Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:53.1336988Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:53.1337528Z ##[endgroup] 2024-12-18T01:47:53.1363711Z + echo 'dependencies={}' 2024-12-18T01:47:53.1395241Z ##[group]Run set -eux 2024-12-18T01:47:53.1395526Z set -eux 2024-12-18T01:47:53.1395761Z  2024-12-18T01:47:53.1396048Z if [[ ! -d "${BENCHMARK_RESULTS_DIR}" ]]; then 2024-12-18T01:47:53.1396605Z  echo "${BENCHMARK_RESULTS_DIR} does not exist, skipping" 2024-12-18T01:47:53.1397096Z  # We don't want the job to fail if the directory doesn't exist 2024-12-18T01:47:53.1397501Z  exit 0 2024-12-18T01:47:53.1397736Z fi 2024-12-18T01:47:53.1397952Z  2024-12-18T01:47:53.1398195Z if [[ "${DRY_RUN}" == "true" ]]; then 2024-12-18T01:47:53.1398679Z  python3 "${GITHUB_ACTION_PATH}/../../scripts/upload_benchmark_results.py" \ 2024-12-18T01:47:53.1399256Z  --benchmark-results-dir "${BENCHMARK_RESULTS_DIR}" \ 2024-12-18T01:47:53.1399694Z  --metadata "${BENCHMARK_METADATA}" \ 2024-12-18T01:47:53.1400058Z  --runners "${RUNNER_INFO}" \ 2024-12-18T01:47:53.1400413Z  --dependencies "${DEPENDENCIES}" \ 2024-12-18T01:47:53.1400773Z  --dry-run 2024-12-18T01:47:53.1401054Z else 2024-12-18T01:47:53.1401449Z  python3 "${GITHUB_ACTION_PATH}/../../scripts/upload_benchmark_results.py" \ 2024-12-18T01:47:53.1402011Z  --benchmark-results-dir "${BENCHMARK_RESULTS_DIR}" \ 2024-12-18T01:47:53.1402446Z  --metadata "${BENCHMARK_METADATA}" \ 2024-12-18T01:47:53.1402805Z  --runners "${RUNNER_INFO}" \ 2024-12-18T01:47:53.1403154Z  --dependencies "${DEPENDENCIES}" 2024-12-18T01:47:53.1403473Z fi 2024-12-18T01:47:53.1411461Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T01:47:53.1411957Z env: 2024-12-18T01:47:53.1412179Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:53.1412526Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:53.1413114Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:53.1413679Z BENCHMARK_RESULTS_DIR: test/test-reports 2024-12-18T01:47:53.1414006Z DRY_RUN: false 2024-12-18T01:47:53.1415444Z BENCHMARK_METADATA: {"timestamp": 1734486473, "schema_version": "v3", "name": "linux-focal-cuda12.1-py3.10-gcc9-sm86 / test (slow, 3, 3, linux.g5.4xlarge.nvidia.gpu)", "repo": "pytorch/pytorch", "head_branch": "refs/heads/release/2.6", "head_sha": "0cdf8b1d09254cfda66191d1bd01e3041c3c76f7", "workflow_id": 12383255606, "run_attempt": 1, "job_id": 34566976260} 2024-12-18T01:47:53.1416942Z RUNNER_INFO: [] 2024-12-18T01:47:53.1417184Z DEPENDENCIES: {} 2024-12-18T01:47:53.1417426Z ##[endgroup] 2024-12-18T01:47:53.1442818Z + [[ ! -d test/test-reports ]] 2024-12-18T01:47:53.1443234Z + [[ false == \t\r\u\e ]] 2024-12-18T01:47:53.1446044Z + 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": 1734486473, "schema_version": "v3", "name": "linux-focal-cuda12.1-py3.10-gcc9-sm86 / test (slow, 3, 3, linux.g5.4xlarge.nvidia.gpu)", "repo": "pytorch/pytorch", "head_branch": "refs/heads/release/2.6", "head_sha": "0cdf8b1d09254cfda66191d1bd01e3041c3c76f7", "workflow_id": 12383255606, "run_attempt": 1, "job_id": 34566976260}' --runners '[]' --dependencies '{}' 2024-12-18T01:47:53.3100356Z ##[group]Run cat test/**/*_toprint.log || true 2024-12-18T01:47:53.3100753Z cat test/**/*_toprint.log || true 2024-12-18T01:47:53.3109507Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T01:47:53.3109898Z env: 2024-12-18T01:47:53.3110120Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:53.3110470Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:53.3111067Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:53.3111603Z ##[endgroup] 2024-12-18T01:47:53.3199288Z cat: 'test/**/*_toprint.log': No such file or directory 2024-12-18T01:47:53.3231809Z ##[group]Run kill "$MONITOR_SCRIPT_PID" 2024-12-18T01:47:53.3232170Z kill "$MONITOR_SCRIPT_PID" 2024-12-18T01:47:53.3240037Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T01:47:53.3240523Z env: 2024-12-18T01:47:53.3240745Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:53.3241090Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:53.3241734Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:53.3242275Z MONITOR_SCRIPT_PID: 384276 2024-12-18T01:47:53.3242552Z ##[endgroup] 2024-12-18T01:47:53.3389755Z Prepare all required actions 2024-12-18T01:47:53.3390166Z Getting action download info 2024-12-18T01:47:53.4904946Z Download action repository 'actions/upload-artifact@v4' (SHA:6f51ac03b9356f520e9adb1b1b7802705f340c2b) 2024-12-18T01:47:53.8274422Z ##[group]Run ./.github/actions/upload-test-artifacts 2024-12-18T01:47:53.8274785Z with: 2024-12-18T01:47:53.8275133Z file-suffix: test-slow-3-3-linux.g5.4xlarge.nvidia.gpu_34566976260 2024-12-18T01:47:53.8275576Z s3-bucket: gha-artifacts 2024-12-18T01:47:53.8275836Z env: 2024-12-18T01:47:53.8276062Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:53.8276402Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:53.8276998Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:53.8277527Z ##[endgroup] 2024-12-18T01:47:53.8307310Z ##[group]Run # Remove any previous test jsons if they exist 2024-12-18T01:47:53.8307819Z # Remove any previous test jsons if they exist 2024-12-18T01:47:53.8308191Z rm -f test-jsons-*.zip 2024-12-18T01:47:53.8308733Z zip -r "test-jsons-${FILE_SUFFIX}.zip" test/test-reports -i '*.json' 2024-12-18T01:47:53.8317573Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T01:47:53.8317957Z env: 2024-12-18T01:47:53.8318180Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:53.8318524Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:53.8319114Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:53.8319779Z FILE_SUFFIX: test-slow-3-3-linux.g5.4xlarge.nvidia.gpu_34566976260 2024-12-18T01:47:53.8320232Z ##[endgroup] 2024-12-18T01:47:53.8431220Z adding: test/test-reports/td_exclusions-9225b6d121ef2dcd2d11.json (deflated 82%) 2024-12-18T01:47:53.8462024Z ##[group]Run # Remove any previous test reports if they exist 2024-12-18T01:47:53.8462505Z # Remove any previous test reports if they exist 2024-12-18T01:47:53.8462906Z rm -f test-reports-*.zip 2024-12-18T01:47:53.8463387Z zip -r "test-reports-${FILE_SUFFIX}.zip" test/test-reports -i '*.xml' -i '*.csv' 2024-12-18T01:47:53.8471746Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T01:47:53.8472135Z env: 2024-12-18T01:47:53.8472354Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:53.8472693Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:53.8473285Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:53.8474344Z FILE_SUFFIX: test-slow-3-3-linux.g5.4xlarge.nvidia.gpu_34566976260 2024-12-18T01:47:53.8474788Z ##[endgroup] 2024-12-18T01:47:53.8649957Z adding: test/test-reports/python-pytest/test_public_bindings/test_public_bindings-9c68687a2be986da.xml (deflated 28%) 2024-12-18T01:47:53.8651001Z adding: test/test-reports/python-pytest/test_public_bindings/test_public_bindings-d86aaaf07c5c09a1.xml (deflated 77%) 2024-12-18T01:47:53.8652104Z adding: test/test-reports/python-pytest/inductor.test_aot_inductor/inductor.test_aot_inductor-25b932f37df0ecd4.xml (deflated 28%) 2024-12-18T01:47:53.8662096Z adding: 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test/test-reports/python-pytest/profiler.test_execution_trace/profiler.test_execution_trace-f335127ceafae54b.xml (deflated 86%) 2024-12-18T01:47:54.2735742Z ##[group]Run # Remove any previous usage logs if they exist 2024-12-18T01:47:54.2736217Z # Remove any previous usage logs if they exist 2024-12-18T01:47:54.2736594Z rm -f logs-*.zip 2024-12-18T01:47:54.2737072Z # this workflow is also run in bazel build test, but we dont generate usage reports for it 2024-12-18T01:47:54.2737627Z # so check to see if the file exists first 2024-12-18T01:47:54.2738075Z if [ -f 'usage_log.txt' ]; then 2024-12-18T01:47:54.2738454Z  zip "logs-${FILE_SUFFIX}.zip" 'usage_log.txt' 2024-12-18T01:47:54.2738808Z fi 2024-12-18T01:47:54.2739186Z if find "test/test-reports" -name "*.log" 2>/dev/null | grep -q .; then 2024-12-18T01:47:54.2739750Z  zip -r "logs-${FILE_SUFFIX}.zip" test/test-reports -i '*.log' 2024-12-18T01:47:54.2740274Z fi 2024-12-18T01:47:54.2749011Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T01:47:54.2749408Z env: 2024-12-18T01:47:54.2749630Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:54.2749972Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:54.2750567Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:54.2751229Z FILE_SUFFIX: test-slow-3-3-linux.g5.4xlarge.nvidia.gpu_34566976260 2024-12-18T01:47:54.2751702Z ##[endgroup] 2024-12-18T01:47:54.3180658Z adding: usage_log.txt (deflated 98%) 2024-12-18T01:47:54.3346113Z adding: test/test-reports/functorch.test_rearrange_1.1_de24e0d9d0970e9e_.log (deflated 51%) 2024-12-18T01:47:54.3347020Z adding: test/test-reports/test_public_bindings_1.1_686420b164e64d58_.log (deflated 50%) 2024-12-18T01:47:54.3347830Z adding: test/test-reports/functorch.test_parsing_1.1_5fa7dbc24dcacd23_.log (deflated 50%) 2024-12-18T01:47:54.3348692Z adding: test/test-reports/inductor.test_aot_inductor_1.1_3732afdeeb276287_.log (deflated 51%) 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2024-12-18T01:47:54.6403189Z adding: test/test-reports/torch_np.numpy_tests.lib.test_twodim_base_1.1_80adb0c8b5d2c53a_.log (deflated 87%) 2024-12-18T01:47:54.6404760Z adding: test/test-reports/torch_np.numpy_tests.core.test_dlpack_1.1_6629fde70d0ce00b_.log (deflated 90%) 2024-12-18T01:47:54.6406544Z adding: test/test-reports/torch_np.numpy_tests.lib.test_index_tricks_1.1_b226f7d006f1b370_.log (deflated 88%) 2024-12-18T01:47:54.6408201Z adding: test/test-reports/nn.test_module_hooks_1.1_c55214799d005aef_.log (deflated 89%) 2024-12-18T01:47:54.6409166Z adding: test/test-reports/test_function_schema_1.1_df00b1f20b1901eb_.log (deflated 80%) 2024-12-18T01:47:54.6410392Z adding: test/test-reports/torch_np.numpy_tests.fft.test_helper_1.1_fef2ea92dfb097d4_.log (deflated 73%) 2024-12-18T01:47:54.6412967Z adding: test/test-reports/torch_np.numpy_tests.core.test_scalar_methods_1.1_240c9083e0e0df77_.log (deflated 92%) 2024-12-18T01:47:54.6414135Z adding: test/test-reports/test_xnnpack_integration_1.1_4f0dd4d99d49735f_.log (deflated 74%) 2024-12-18T01:47:54.6415392Z adding: test/test-reports/torch_np.numpy_tests.lib.test_arraypad_1.1_2c1a2d180d2198ff_.log (deflated 76%) 2024-12-18T01:47:54.6416520Z adding: test/test-reports/torch_np.test_scalars_0D_arrays_1.1_1b5026bb7d9e370d_.log (deflated 88%) 2024-12-18T01:47:54.6417862Z adding: test/test-reports/test_jit_autocast_1.1_2d8dc7eb968c3dbb_.log (deflated 86%) 2024-12-18T01:47:54.6907919Z adding: test/test-reports/test_unary_ufuncs_1.1_97446ecc8552e3d2_.log (deflated 97%) 2024-12-18T01:47:54.6917551Z adding: test/test-reports/test_type_promotion_1.1_017b3c54d784a60a_.log (deflated 96%) 2024-12-18T01:47:54.6919818Z adding: test/test-reports/torch_np.numpy_tests.core.test_scalar_ctors_1.1_c753ec29f2316ea9_.log (deflated 92%) 2024-12-18T01:47:54.6939933Z adding: test/test-reports/torch_np.test_reductions_1.1_69cfd347d49e3eec_.log (deflated 97%) 2024-12-18T01:47:54.6945050Z adding: test/test-reports/test_serialization_1.1_54e0477d938bf250_.log (deflated 93%) 2024-12-18T01:47:54.6946137Z adding: test/test-reports/test_prims_1.1_8ea6bc630554db14_.log (deflated 82%) 2024-12-18T01:47:54.6947173Z adding: test/test-reports/profiler.test_torch_tidy_1.1_b5117aed4fcfe7f2_.log (deflated 84%) 2024-12-18T01:47:54.7084923Z adding: test/test-reports/test_jit_fuser_te_1.1_b5d3f36845678df3_.log (deflated 96%) 2024-12-18T01:47:54.7085939Z adding: test/test-reports/profiler.test_record_function_1.1_10951c63ef05c81f_.log (deflated 67%) 2024-12-18T01:47:54.7087017Z adding: test/test-reports/profiler.test_execution_trace_1.1_478648670708ed36_.log (deflated 75%) 2024-12-18T01:47:54.7152145Z adding: test/test-reports/test_sparse_1.1_7266f2d8ca59540c_.log (deflated 96%) 2024-12-18T01:47:54.7202261Z ##[group]Run # Remove any previous debugging artifacts if they exist 2024-12-18T01:47:54.7202804Z # Remove any previous debugging artifacts if they exist 2024-12-18T01:47:54.7203217Z rm -f debug-*.zip 2024-12-18T01:47:54.7203504Z if [ -d 'test/debug' ]; then 2024-12-18T01:47:54.7203880Z  zip -r "debug-${FILE_SUFFIX}.zip" test/debug 2024-12-18T01:47:54.7204232Z fi 2024-12-18T01:47:54.7212969Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T01:47:54.7213357Z env: 2024-12-18T01:47:54.7213573Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:54.7213915Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:54.7214512Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:54.7215174Z FILE_SUFFIX: test-slow-3-3-linux.g5.4xlarge.nvidia.gpu_34566976260 2024-12-18T01:47:54.7215608Z ##[endgroup] 2024-12-18T01:47:54.7303167Z ##[group]Run seemethere/upload-artifact-s3@v5 2024-12-18T01:47:54.7303513Z with: 2024-12-18T01:47:54.7303729Z s3-bucket: gha-artifacts 2024-12-18T01:47:54.7304058Z s3-prefix: pytorch/pytorch/12383255606/1/artifact 2024-12-18T01:47:54.7304420Z retention-days: 14 2024-12-18T01:47:54.7304685Z if-no-files-found: warn 2024-12-18T01:47:54.7304977Z path: test-jsons-*.zip 2024-12-18T01:47:54.7305236Z name: artifact 2024-12-18T01:47:54.7305474Z region: us-east-1 2024-12-18T01:47:54.7305707Z env: 2024-12-18T01:47:54.7305925Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:54.7306262Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:54.7306857Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:54.7307382Z ##[endgroup] 2024-12-18T01:47:55.0975477Z NOTE: s3-prefix specified, ignoring name parameter 2024-12-18T01:47:55.0976113Z With the provided path, there will be 1 file uploaded 2024-12-18T01:47:55.0976994Z Uploading to s3 prefix: pytorch/pytorch/12383255606/1/artifact 2024-12-18T01:47:55.1035135Z Starting upload of test-jsons-test-slow-3-3-linux.g5.4xlarge.nvidia.gpu_34566976260.zip 2024-12-18T01:47:55.2326837Z Finished upload of test-jsons-test-slow-3-3-linux.g5.4xlarge.nvidia.gpu_34566976260.zip 2024-12-18T01:47:55.2621060Z ##[group]Run seemethere/upload-artifact-s3@v5 2024-12-18T01:47:55.2621585Z with: 2024-12-18T01:47:55.2621809Z s3-bucket: gha-artifacts 2024-12-18T01:47:55.2622151Z s3-prefix: pytorch/pytorch/12383255606/1/artifact 2024-12-18T01:47:55.2622514Z retention-days: 14 2024-12-18T01:47:55.2622810Z if-no-files-found: error 2024-12-18T01:47:55.2623110Z path: test-reports-*.zip 2024-12-18T01:47:55.2623372Z name: artifact 2024-12-18T01:47:55.2623608Z region: us-east-1 2024-12-18T01:47:55.2623839Z env: 2024-12-18T01:47:55.2624052Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:55.2624391Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:55.2624988Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:55.2625519Z ##[endgroup] 2024-12-18T01:47:55.5921726Z NOTE: s3-prefix specified, ignoring name parameter 2024-12-18T01:47:55.5922183Z With the provided path, there will be 1 file uploaded 2024-12-18T01:47:55.5923095Z Uploading to s3 prefix: pytorch/pytorch/12383255606/1/artifact 2024-12-18T01:47:55.5979937Z Starting upload of test-reports-test-slow-3-3-linux.g5.4xlarge.nvidia.gpu_34566976260.zip 2024-12-18T01:47:55.8499465Z Finished upload of test-reports-test-slow-3-3-linux.g5.4xlarge.nvidia.gpu_34566976260.zip 2024-12-18T01:47:55.8791695Z ##[group]Run seemethere/upload-artifact-s3@v5 2024-12-18T01:47:55.8792050Z with: 2024-12-18T01:47:55.8792275Z s3-bucket: gha-artifacts 2024-12-18T01:47:55.8792607Z s3-prefix: pytorch/pytorch/12383255606/1/artifact 2024-12-18T01:47:55.8792989Z retention-days: 14 2024-12-18T01:47:55.8793284Z if-no-files-found: ignore 2024-12-18T01:47:55.8793595Z path: logs-*.zip 2024-12-18T01:47:55.8793840Z name: artifact 2024-12-18T01:47:55.8794080Z region: us-east-1 2024-12-18T01:47:55.8794318Z env: 2024-12-18T01:47:55.8794538Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:55.8794883Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:55.8795492Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:55.8796044Z ##[endgroup] 2024-12-18T01:47:56.2444146Z NOTE: s3-prefix specified, ignoring name parameter 2024-12-18T01:47:56.2444914Z With the provided path, there will be 1 file uploaded 2024-12-18T01:47:56.2445519Z Uploading to s3 prefix: pytorch/pytorch/12383255606/1/artifact 2024-12-18T01:47:56.2503043Z Starting upload of logs-test-slow-3-3-linux.g5.4xlarge.nvidia.gpu_34566976260.zip 2024-12-18T01:47:56.4393791Z Finished upload of logs-test-slow-3-3-linux.g5.4xlarge.nvidia.gpu_34566976260.zip 2024-12-18T01:47:56.4688637Z ##[group]Run seemethere/upload-artifact-s3@v5 2024-12-18T01:47:56.4688995Z with: 2024-12-18T01:47:56.4689214Z s3-bucket: gha-artifacts 2024-12-18T01:47:56.4689544Z s3-prefix: pytorch/pytorch/12383255606/1/artifact 2024-12-18T01:47:56.4689908Z retention-days: 14 2024-12-18T01:47:56.4690176Z if-no-files-found: ignore 2024-12-18T01:47:56.4690461Z path: debug-*.zip 2024-12-18T01:47:56.4690701Z name: artifact 2024-12-18T01:47:56.4690936Z region: us-east-1 2024-12-18T01:47:56.4691180Z env: 2024-12-18T01:47:56.4691399Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:56.4691751Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:56.4692343Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:56.4692937Z ##[endgroup] 2024-12-18T01:47:56.8012816Z No files were found with the provided path: debug-*.zip. No artifacts will be uploaded. 2024-12-18T01:47:56.8311263Z ##[group]Run # shellcheck disable=SC2156 2024-12-18T01:47:56.8311658Z # shellcheck disable=SC2156 2024-12-18T01:47:56.8312368Z find . -iname "core.[1-9]*" -exec docker exec "${DOCKER_CONTAINER_ID}" sh -c "gdb python {} -ex 'bt' -ex 'q'" \; 2024-12-18T01:47:56.8322032Z shell: /usr/bin/bash -e {0} 2024-12-18T01:47:56.8322312Z env: 2024-12-18T01:47:56.8322532Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:56.8322870Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:56.8323467Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:56.8324062Z ##[endgroup] 2024-12-18T01:47:57.1076643Z ##[group]Run pytorch/test-infra/.github/actions/teardown-linux@release/2.6 2024-12-18T01:47:57.1077119Z with: 2024-12-18T01:47:57.1077323Z env: 2024-12-18T01:47:57.1077530Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:57.1077872Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:57.1078463Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:57.1078989Z ##[endgroup] 2024-12-18T01:47:57.1101033Z ##[group]Run set -eou pipefail 2024-12-18T01:47:57.1101354Z set -eou pipefail 2024-12-18T01:47:57.1101626Z  2024-12-18T01:47:57.1101991Z echo "Holding runner for 2 hours until all ssh sessions have logged out" 2024-12-18T01:47:57.1102462Z for _ in $(seq 1440); do 2024-12-18T01:47:57.1102800Z  # Break if no ssh session exists anymore 2024-12-18T01:47:57.1103158Z  if [ "$(who)" = "" ]; then 2024-12-18T01:47:57.1103574Z  break 2024-12-18T01:47:57.1103848Z  fi 2024-12-18T01:47:57.1104124Z  echo "." 2024-12-18T01:47:57.1104369Z  sleep 5 2024-12-18T01:47:57.1104610Z done 2024-12-18T01:47:57.1113324Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T01:47:57.1113706Z env: 2024-12-18T01:47:57.1113926Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:57.1114265Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:57.1114857Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:57.1115395Z ##[endgroup] 2024-12-18T01:47:57.1164988Z Holding runner for 2 hours until all ssh sessions have logged out 2024-12-18T01:47:57.1226228Z ##[group]Run # ignore expansion of "docker ps -q" since it could be empty 2024-12-18T01:47:57.1226814Z # ignore expansion of "docker ps -q" since it could be empty 2024-12-18T01:47:57.1227259Z # shellcheck disable=SC2046 2024-12-18T01:47:57.1227626Z docker stop $(docker ps -q) || true 2024-12-18T01:47:57.1227982Z # Prune all of the docker images 2024-12-18T01:47:57.1228327Z docker system prune -af 2024-12-18T01:47:57.1236945Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T01:47:57.1237337Z env: 2024-12-18T01:47:57.1237554Z GIT_DEFAULT_BRANCH: main 2024-12-18T01:47:57.1237895Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2024-12-18T01:47:57.1238498Z DOCKER_CONTAINER_ID: 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:47:57.1239057Z ##[endgroup] 2024-12-18T01:47:57.8075699Z 87d8a62bacf4 2024-12-18T01:48:00.5195434Z Deleted Containers: 2024-12-18T01:48:00.5196060Z 87d8a62bacf4b42ca4ff9cb1195a4cd643d3db3efcdcfe3ea86099e3df8d4aa3 2024-12-18T01:48:00.5196516Z 2024-12-18T01:48:11.2623364Z Deleted Images: 2024-12-18T01:48:11.2624224Z untagged: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9:45e1356b47a284893081276eff3000b7b534f3b1 2024-12-18T01:48:11.2626051Z untagged: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/pytorch-linux-focal-cuda12.1-cudnn9-py3-gcc9@sha256:63bd2bac82cd1a2264cb08667f3fbd7aea4c42efecbbb05b3ab23b807a0eb6b3 2024-12-18T01:48:11.2627215Z deleted: sha256:b65eb04d202d09d38288537c826a71634f9f27efa0032af3404735ce099bb5b5 2024-12-18T01:48:11.2627881Z deleted: 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'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2024-12-18T01:48:11.7787822Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2024-12-18T01:48:11.7853784Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2024-12-18T01:48:11.7919426Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2024-12-18T01:48:11.7984302Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2024-12-18T01:48:11.8054944Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2024-12-18T01:48:11.8125547Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2024-12-18T01:48:11.8216477Z Entering 'third_party/pocketfft' 2024-12-18T01:48:11.8283486Z Entering 'third_party/protobuf' 2024-12-18T01:48:11.8352586Z Entering 'third_party/protobuf/third_party/benchmark' 2024-12-18T01:48:11.8419952Z Entering 'third_party/protobuf/third_party/googletest' 2024-12-18T01:48:11.8493932Z Entering 'third_party/psimd' 2024-12-18T01:48:11.8561203Z Entering 'third_party/pthreadpool' 2024-12-18T01:48:11.8629442Z Entering 'third_party/pybind11' 2024-12-18T01:48:11.8697782Z Entering 'third_party/python-peachpy' 2024-12-18T01:48:11.8764975Z Entering 'third_party/sleef' 2024-12-18T01:48:11.8833530Z Entering 'third_party/tensorpipe' 2024-12-18T01:48:11.8903893Z Entering 'third_party/tensorpipe/third_party/googletest' 2024-12-18T01:48:11.8969921Z Entering 'third_party/tensorpipe/third_party/libnop' 2024-12-18T01:48:11.9035678Z Entering 'third_party/tensorpipe/third_party/libuv' 2024-12-18T01:48:11.9103350Z Entering 'third_party/tensorpipe/third_party/pybind11' 2024-12-18T01:48:11.9166460Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2024-12-18T01:48:11.9264836Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader 2024-12-18T01:48:11.9287372Z http.https://github.com/.extraheader 2024-12-18T01:48:11.9296631Z [command]/usr/bin/git config --local --unset-all http.https://github.com/.extraheader 2024-12-18T01:48:11.9327238Z [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' || :" 2024-12-18T01:48:11.9679342Z Entering 'android/libs/fbjni' 2024-12-18T01:48:11.9722015Z http.https://github.com/.extraheader 2024-12-18T01:48:11.9765235Z Entering 'third_party/FP16' 2024-12-18T01:48:11.9808733Z http.https://github.com/.extraheader 2024-12-18T01:48:11.9851528Z Entering 'third_party/FXdiv' 2024-12-18T01:48:11.9895665Z http.https://github.com/.extraheader 2024-12-18T01:48:11.9939108Z Entering 'third_party/NNPACK' 2024-12-18T01:48:11.9984141Z http.https://github.com/.extraheader 2024-12-18T01:48:12.0029447Z Entering 'third_party/NVTX' 2024-12-18T01:48:12.0073260Z http.https://github.com/.extraheader 2024-12-18T01:48:12.0120443Z Entering 'third_party/VulkanMemoryAllocator' 2024-12-18T01:48:12.0164654Z http.https://github.com/.extraheader 2024-12-18T01:48:12.0209828Z Entering 'third_party/XNNPACK' 2024-12-18T01:48:12.0253981Z http.https://github.com/.extraheader 2024-12-18T01:48:12.0312382Z Entering 'third_party/benchmark' 2024-12-18T01:48:12.0356010Z http.https://github.com/.extraheader 2024-12-18T01:48:12.0399736Z Entering 'third_party/composable_kernel' 2024-12-18T01:48:12.0443636Z http.https://github.com/.extraheader 2024-12-18T01:48:12.0493388Z Entering 'third_party/cpp-httplib' 2024-12-18T01:48:12.0537488Z http.https://github.com/.extraheader 2024-12-18T01:48:12.0581105Z Entering 'third_party/cpuinfo' 2024-12-18T01:48:12.0624353Z http.https://github.com/.extraheader 2024-12-18T01:48:12.0670176Z Entering 'third_party/cudnn_frontend' 2024-12-18T01:48:12.0713763Z http.https://github.com/.extraheader 2024-12-18T01:48:12.0757555Z Entering 'third_party/cutlass' 2024-12-18T01:48:12.0803059Z http.https://github.com/.extraheader 2024-12-18T01:48:12.0854499Z Entering 'third_party/eigen' 2024-12-18T01:48:12.0899300Z http.https://github.com/.extraheader 2024-12-18T01:48:12.0945587Z Entering 'third_party/fbgemm' 2024-12-18T01:48:12.0990768Z http.https://github.com/.extraheader 2024-12-18T01:48:12.1033390Z Entering 'third_party/fbgemm/third_party/asmjit' 2024-12-18T01:48:12.1078508Z http.https://github.com/.extraheader 2024-12-18T01:48:12.1121429Z Entering 'third_party/fbgemm/third_party/cpuinfo' 2024-12-18T01:48:12.1164403Z http.https://github.com/.extraheader 2024-12-18T01:48:12.1208557Z Entering 'third_party/fbgemm/third_party/cutlass' 2024-12-18T01:48:12.1251358Z http.https://github.com/.extraheader 2024-12-18T01:48:12.1301678Z Entering 'third_party/fbgemm/third_party/googletest' 2024-12-18T01:48:12.1344395Z http.https://github.com/.extraheader 2024-12-18T01:48:12.1390143Z Entering 'third_party/fbgemm/third_party/hipify_torch' 2024-12-18T01:48:12.1432223Z http.https://github.com/.extraheader 2024-12-18T01:48:12.1478033Z Entering 'third_party/flatbuffers' 2024-12-18T01:48:12.1524630Z http.https://github.com/.extraheader 2024-12-18T01:48:12.1570829Z Entering 'third_party/fmt' 2024-12-18T01:48:12.1619895Z http.https://github.com/.extraheader 2024-12-18T01:48:12.1662262Z Entering 'third_party/gemmlowp/gemmlowp' 2024-12-18T01:48:12.1707233Z http.https://github.com/.extraheader 2024-12-18T01:48:12.1751888Z Entering 'third_party/gloo' 2024-12-18T01:48:12.1796619Z http.https://github.com/.extraheader 2024-12-18T01:48:12.1841809Z Entering 'third_party/googletest' 2024-12-18T01:48:12.1885511Z http.https://github.com/.extraheader 2024-12-18T01:48:12.1928685Z Entering 'third_party/ideep' 2024-12-18T01:48:12.1971839Z http.https://github.com/.extraheader 2024-12-18T01:48:12.2014416Z Entering 'third_party/ideep/mkl-dnn' 2024-12-18T01:48:12.2062305Z http.https://github.com/.extraheader 2024-12-18T01:48:12.2115843Z Entering 'third_party/ittapi' 2024-12-18T01:48:12.2159437Z http.https://github.com/.extraheader 2024-12-18T01:48:12.2205689Z Entering 'third_party/kineto' 2024-12-18T01:48:12.2249598Z http.https://github.com/.extraheader 2024-12-18T01:48:12.2292725Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2024-12-18T01:48:12.2337503Z http.https://github.com/.extraheader 2024-12-18T01:48:12.2380990Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2024-12-18T01:48:12.2425192Z http.https://github.com/.extraheader 2024-12-18T01:48:12.2471271Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2024-12-18T01:48:12.2514929Z http.https://github.com/.extraheader 2024-12-18T01:48:12.2559315Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2024-12-18T01:48:12.2604109Z http.https://github.com/.extraheader 2024-12-18T01:48:12.2650553Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2024-12-18T01:48:12.2694364Z http.https://github.com/.extraheader 2024-12-18T01:48:12.2737303Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2024-12-18T01:48:12.2781654Z http.https://github.com/.extraheader 2024-12-18T01:48:12.2831470Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2024-12-18T01:48:12.2876313Z http.https://github.com/.extraheader 2024-12-18T01:48:12.2923229Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2024-12-18T01:48:12.2966584Z http.https://github.com/.extraheader 2024-12-18T01:48:12.3012567Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2024-12-18T01:48:12.3056688Z http.https://github.com/.extraheader 2024-12-18T01:48:12.3105432Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2024-12-18T01:48:12.3147998Z http.https://github.com/.extraheader 2024-12-18T01:48:12.3195649Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2024-12-18T01:48:12.3243351Z http.https://github.com/.extraheader 2024-12-18T01:48:12.3287706Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2024-12-18T01:48:12.3331223Z http.https://github.com/.extraheader 2024-12-18T01:48:12.3377618Z Entering 'third_party/mimalloc' 2024-12-18T01:48:12.3420673Z http.https://github.com/.extraheader 2024-12-18T01:48:12.3463794Z Entering 'third_party/nccl/nccl' 2024-12-18T01:48:12.3508014Z http.https://github.com/.extraheader 2024-12-18T01:48:12.3551497Z Entering 'third_party/nlohmann' 2024-12-18T01:48:12.3594771Z http.https://github.com/.extraheader 2024-12-18T01:48:12.3639173Z Entering 'third_party/onnx' 2024-12-18T01:48:12.3683095Z http.https://github.com/.extraheader 2024-12-18T01:48:12.3740929Z Entering 'third_party/onnx/third_party/pybind11' 2024-12-18T01:48:12.3785320Z http.https://github.com/.extraheader 2024-12-18T01:48:12.3833368Z Entering 'third_party/opentelemetry-cpp' 2024-12-18T01:48:12.3877053Z http.https://github.com/.extraheader 2024-12-18T01:48:12.3920681Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2024-12-18T01:48:12.3963561Z http.https://github.com/.extraheader 2024-12-18T01:48:12.4006962Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2024-12-18T01:48:12.4049779Z http.https://github.com/.extraheader 2024-12-18T01:48:12.4092839Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2024-12-18T01:48:12.4135584Z http.https://github.com/.extraheader 2024-12-18T01:48:12.4178446Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2024-12-18T01:48:12.4221404Z http.https://github.com/.extraheader 2024-12-18T01:48:12.4266050Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2024-12-18T01:48:12.4312313Z http.https://github.com/.extraheader 2024-12-18T01:48:12.4355245Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2024-12-18T01:48:12.4397465Z http.https://github.com/.extraheader 2024-12-18T01:48:12.4439579Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2024-12-18T01:48:12.4482430Z http.https://github.com/.extraheader 2024-12-18T01:48:12.4527542Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2024-12-18T01:48:12.4570375Z http.https://github.com/.extraheader 2024-12-18T01:48:12.4617296Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2024-12-18T01:48:12.4661191Z http.https://github.com/.extraheader 2024-12-18T01:48:12.4709675Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2024-12-18T01:48:12.4753563Z http.https://github.com/.extraheader 2024-12-18T01:48:12.4822793Z Entering 'third_party/pocketfft' 2024-12-18T01:48:12.4866468Z http.https://github.com/.extraheader 2024-12-18T01:48:12.4911272Z Entering 'third_party/protobuf' 2024-12-18T01:48:12.4955070Z http.https://github.com/.extraheader 2024-12-18T01:48:12.5005038Z Entering 'third_party/protobuf/third_party/benchmark' 2024-12-18T01:48:12.5048230Z http.https://github.com/.extraheader 2024-12-18T01:48:12.5092017Z Entering 'third_party/protobuf/third_party/googletest' 2024-12-18T01:48:12.5134576Z http.https://github.com/.extraheader 2024-12-18T01:48:12.5182661Z Entering 'third_party/psimd' 2024-12-18T01:48:12.5226326Z http.https://github.com/.extraheader 2024-12-18T01:48:12.5269827Z Entering 'third_party/pthreadpool' 2024-12-18T01:48:12.5313459Z http.https://github.com/.extraheader 2024-12-18T01:48:12.5356492Z Entering 'third_party/pybind11' 2024-12-18T01:48:12.5405150Z http.https://github.com/.extraheader 2024-12-18T01:48:12.5451309Z Entering 'third_party/python-peachpy' 2024-12-18T01:48:12.5495707Z http.https://github.com/.extraheader 2024-12-18T01:48:12.5538965Z Entering 'third_party/sleef' 2024-12-18T01:48:12.5583542Z http.https://github.com/.extraheader 2024-12-18T01:48:12.5627059Z Entering 'third_party/tensorpipe' 2024-12-18T01:48:12.5671623Z http.https://github.com/.extraheader 2024-12-18T01:48:12.5719470Z Entering 'third_party/tensorpipe/third_party/googletest' 2024-12-18T01:48:12.5762209Z http.https://github.com/.extraheader 2024-12-18T01:48:12.5807656Z Entering 'third_party/tensorpipe/third_party/libnop' 2024-12-18T01:48:12.5849746Z http.https://github.com/.extraheader 2024-12-18T01:48:12.5892415Z Entering 'third_party/tensorpipe/third_party/libuv' 2024-12-18T01:48:12.5934354Z http.https://github.com/.extraheader 2024-12-18T01:48:12.5978698Z Entering 'third_party/tensorpipe/third_party/pybind11' 2024-12-18T01:48:12.6020905Z http.https://github.com/.extraheader 2024-12-18T01:48:12.6062168Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2024-12-18T01:48:12.6107100Z http.https://github.com/.extraheader 2024-12-18T01:48:12.6269112Z A job completed hook has been configured by the self-hosted runner administrator 2024-12-18T01:48:12.6298343Z ##[group]Run '/home/ec2-user/runner-scripts/after_job.sh' 2024-12-18T01:48:12.6306078Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2024-12-18T01:48:12.6306497Z ##[endgroup] 2024-12-18T01:48:12.6436442Z [!ALERT!] Swap in detected! [!ALERT!] 2024-12-18T01:48:31.4148981Z Cleaning up orphan processes